CRAN Package Check Results for Package mvProbit

Last updated on 2026-06-07 15:50:31 CEST.

Flavor	Version	T_install	T_check	T_total	Status
r-devel-linux-x86_64-debian-clang	0.1-10	3.78	166.90	170.68	NOTE
r-devel-linux-x86_64-debian-gcc	0.1-10	2.72	49.50	52.22	ERROR
r-devel-linux-x86_64-fedora-clang	0.1-10			275.26	OK
r-devel-linux-x86_64-fedora-gcc	0.1-10			275.52	OK
r-devel-windows-x86_64	0.1-10	6.00	186.00	192.00	OK
r-patched-linux-x86_64	0.1-10	3.63	166.05	169.68	OK
r-release-linux-x86_64	0.1-10	3.67	163.57	167.24	OK
r-release-macos-arm64	0.1-10	1.00	40.00	41.00	OK
r-release-macos-x86_64	0.1-10	3.00	168.00	171.00	OK
r-release-windows-x86_64	0.1-10	6.00	187.00	193.00	OK
r-oldrel-macos-arm64	0.1-10				OK
r-oldrel-macos-x86_64	0.1-10	3.00	155.00	158.00	OK
r-oldrel-windows-x86_64	0.1-10	6.00	253.00	259.00	OK

Check Details

Version: 0.1-10
Check: CRAN incoming feasibility
Result: NOTE Maintainer: ‘Arne Henningsen <arne.henningsen@gmail.com>’ No Authors@R field in DESCRIPTION. Please add one, modifying Authors@R: person(given = "Arne", family = "Henningsen", role = c("aut", "cre"), email = "arne.henningsen@gmail.com") as necessary. Flavors: r-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Version: 0.1-10
Check: examples
Result: ERROR Running examples in ‘mvProbit-Ex.R’ failed The error most likely occurred in: > base::assign(".ptime", proc.time(), pos = "CheckExEnv") > ### Name: mvProbit > ### Title: Estimation of Multivariate Probit Models > ### Aliases: mvProbit print.mvProbit > ### Keywords: models regression > > ### ** Examples > > ## generate a simulated data set > set.seed( 123 ) > # number of observations > nObs <- 50 > > # generate explanatory variables > xMat <- cbind( + const = rep( 1, nObs ), + x1 = as.numeric( rnorm( nObs ) > 0 ), + x2 = rnorm( nObs ) ) > > # model coefficients > beta <- cbind( c( 0.8, 1.2, -0.8 ), + c( -0.6, 1.0, -1.6 ), + c( 0.5, -0.6, 1.2 ) ) > > # covariance matrix of error terms > library( miscTools ) > sigma <- symMatrix( c( 1, 0.2, 0.4, 1, -0.1, 1 ) ) > > # generate dependent variables > yMatLin <- xMat %*% beta > yMat <- ( yMatLin + rmvnorm( nObs, sigma = sigma ) ) > 0 > colnames( yMat ) <- paste( "y", 1:3, sep = "" ) > > # estimation (BHHH optimizer and GHK algorithm) > estResult <- mvProbit( cbind( y1, y2, y3 ) ~ x1 + x2, + data = as.data.frame( cbind( xMat, yMat ) ), iterlim = 1, nGHK = 50 ) Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in pmvnormWrap(upper = xBetaTmp, sigma = sigmaTmp, algorithm = algorithm, : the correlation matrix is not positive definite Warning in file(file, if (append) "a" else "w") : cannot open file '/tmp/Rtmp9cbyu5/file1de818609a95d3': No space left on device Error in file(file, if (append) "a" else "w") : cannot open the connection Calls: mvProbit ... mvProbitLogLikInternal -> pmvnormWrap -> sink -> file Execution halted Flavor: r-devel-linux-x86_64-debian-gcc

Version: 0.1-10
Check: tests
Result: ERROR Running ‘mvProbitEst.R’ [13s/17s] Running ‘mvProbitMargEff2.R’ [1s/1s] Running ‘mvProbitTest.R’ [8s/9s] Running ‘pmvnormWrapTest.R’ [1s/1s] Comparing ‘pmvnormWrapTest.Rout’ to ‘pmvnormWrapTest.Rout.save’ ... OK Running the tests in ‘tests/mvProbitEst.R’ failed. Complete output: > library( "mvProbit" ) Loading required package: mvtnorm Loading required package: maxLik Loading required package: miscTools Please cite the 'maxLik' package as: Henningsen, Arne and Toomet, Ott (2011). maxLik: A package for maximum likelihood estimation in R. Computational Statistics 26(3), 443-458. DOI 10.1007/s00180-010-0217-1. If you have questions, suggestions, or comments regarding the 'maxLik' package, please use a forum or 'tracker' at maxLik's R-Forge site: https://r-forge.r-project.org/projects/maxlik/ Loading required package: abind > options( digits = 4 ) > > ## generate a simulated data set > set.seed( 123 ) > # number of observations > nObs <- 50 > > # generate explanatory variables > xMat <- cbind( + const = rep( 1, nObs ), + x1 = as.numeric( rnorm( nObs ) > 0 ), + x2 = rnorm( nObs ) ) > > # model coefficients > beta <- cbind( c( 0.8, 1.2, -0.8 ), + c( -0.6, 1.0, -1.6 ), + c( 0.5, -0.6, 1.2 ) ) > > # covariance matrix of error terms > sigma <- miscTools::symMatrix( c( 1, 0.2, 0.4, 1, -0.1, 1 ) ) > > # generate dependent variables > yMatLin <- xMat %*% beta > yMat <- ( yMatLin + rmvnorm( nObs, sigma = sigma, pre0.9_9994 = TRUE ) ) > 0 > colnames( yMat ) <- paste( "y", 1:3, sep = "" ) > > # create data frame > dat <- as.data.frame( cbind( xMat, yMat ) ) > > # estimation with the BHHH algorithm, two-sided gradients > estResultBHHH <- mvProbit( cbind( y1, y2, y3 ) ~ x1 + x2, + start = c( beta ), startSigma = sigma, + data = dat, tol = 0.5, + algorithm = GenzBretz() ) > print( estResultBHHH ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, start = c(beta), startSigma = sigma, algorithm = GenzBretz(), tol = 0.5) Coefficients: b_1_0 b_1_1 b_1_2 b_2_0 b_2_1 b_2_2 b_3_0 b_3_1 1.02508 1.30536 -1.02809 -0.78248 1.14318 -1.66938 0.58229 -0.69667 b_3_2 R_1_2 R_1_3 R_2_3 1.23283 0.86322 0.36022 -0.08406 > summary( estResultBHHH ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, start = c(beta), startSigma = sigma, algorithm = GenzBretz(), tol = 0.5) Coefficients: Estimate Std. error t value Pr(> t) b_1_0 1.02508 0.44548 2.301 0.0214 * b_1_1 1.30536 0.73511 1.776 0.0758 . b_1_2 -1.02809 0.68851 -1.493 0.1354 b_2_0 -0.78248 0.38798 -2.017 0.0437 * b_2_1 1.14318 0.53026 2.156 0.0311 * b_2_2 -1.66938 0.81308 -2.053 0.0401 * b_3_0 0.58229 0.64107 0.908 0.3637 b_3_1 -0.69667 0.89818 -0.776 0.4380 b_3_2 1.23283 0.62452 1.974 0.0484 * R_1_2 0.86322 18.60071 0.046 0.9630 R_1_3 0.36022 0.64712 0.557 0.5778 R_2_3 -0.08406 0.34909 -0.241 0.8097 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 BHHH maximisation, 1 iterations Return code 2: successive function values within tolerance limit (tol) Log-likelihood: -56.91 on 12 Df > logLik( estResultBHHH ) 'log Lik.' -56.91 (df=12) > estResultBHHHA <- mvProbit( cbind( y1, y2, y3 ) ~ x1 + x2, + start = c( beta, sigma[ lower.tri( sigma ) ] ), + data = dat, tol = 0.5, + algorithm = GenzBretz() ) > all.equal( estResultBHHH[-c(13:14)], estResultBHHHA[-c(13:14)] ) [1] TRUE > > # estimation with the BHHH algorithm, one-sided gradients > estResultBHHH1 <- mvProbit( cbind( y1, y2, y3 ) ~ x1 + x2, + start = c( beta ), startSigma = sigma, + data = dat, tol = 0.5, + algorithm = GenzBretz(), oneSidedGrad = TRUE ) > print( estResultBHHH1 ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, start = c(beta), startSigma = sigma, algorithm = GenzBretz(), oneSidedGrad = TRUE, tol = 0.5) Coefficients: b_1_0 b_1_1 b_1_2 b_2_0 b_2_1 b_2_2 b_3_0 b_3_1 1.02508 1.30536 -1.02809 -0.78248 1.14318 -1.66938 0.58229 -0.69667 b_3_2 R_1_2 R_1_3 R_2_3 1.23283 0.86322 0.36022 -0.08406 > summary( estResultBHHH1 ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, start = c(beta), startSigma = sigma, algorithm = GenzBretz(), oneSidedGrad = TRUE, tol = 0.5) Coefficients: Estimate Std. error t value Pr(> t) b_1_0 1.02508 0.44548 2.301 0.0214 * b_1_1 1.30536 0.73511 1.776 0.0758 . b_1_2 -1.02809 0.68851 -1.493 0.1354 b_2_0 -0.78248 0.38797 -2.017 0.0437 * b_2_1 1.14318 0.53026 2.156 0.0311 * b_2_2 -1.66938 0.81307 -2.053 0.0401 * b_3_0 0.58229 0.64106 0.908 0.3637 b_3_1 -0.69667 0.89817 -0.776 0.4380 b_3_2 1.23283 0.62452 1.974 0.0484 * R_1_2 0.86322 18.60041 0.046 0.9630 R_1_3 0.36022 0.64712 0.557 0.5778 R_2_3 -0.08406 0.34909 -0.241 0.8097 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 BHHH maximisation, 1 iterations Return code 2: successive function values within tolerance limit (tol) Log-likelihood: -56.91 on 12 Df > logLik( estResultBHHH1 ) 'log Lik.' -56.91 (df=12) > all.equal( estResultBHHH[-c(13:14)], estResultBHHH1[-c(13:14)], tol = 1e-5 ) [1] TRUE > > # estimation with the BFGS algorithm, two-sided gradients > estResultBFGS <- mvProbit( cbind( y1, y2, y3 ) ~ x1 + x2, + start = c( beta ), startSigma = sigma, method = "BFGS", + data = dat, + reltol = 0.5, algorithm = GenzBretz() ) > print( estResultBFGS ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, start = c(beta), startSigma = sigma, method = "BFGS", algorithm = GenzBretz(), reltol = 0.5) Coefficients: b_1_0 b_1_1 b_1_2 b_2_0 b_2_1 b_2_2 b_3_0 b_3_1 0.53607 1.16101 -1.14212 -0.44952 1.05496 -1.57624 0.40751 -0.85400 b_3_2 R_1_2 R_1_3 R_2_3 1.25958 0.29483 0.32822 -0.02382 > summary( estResultBFGS ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, start = c(beta), startSigma = sigma, method = "BFGS", algorithm = GenzBretz(), reltol = 0.5) Coefficients: Estimate Std. error t value Pr(> t) b_1_0 0.53607 0.82709 0.648 0.5169 b_1_1 1.16101 0.91515 1.269 0.2046 b_1_2 -1.14212 0.93847 -1.217 0.2236 b_2_0 -0.44952 0.79215 -0.567 0.5704 b_2_1 1.05496 0.88398 1.193 0.2327 b_2_2 -1.57624 0.73187 -2.154 0.0313 * b_3_0 0.40751 0.48897 0.833 0.4046 b_3_1 -0.85400 0.84871 -1.006 0.3143 b_3_2 1.25958 0.68040 1.851 0.0641 . R_1_2 0.29483 1.85817 0.159 0.8739 R_1_3 0.32822 0.70923 0.463 0.6435 R_2_3 -0.02382 0.34466 -0.069 0.9449 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 BFGS maximization, 4 iterations Return code 0: successful convergence Log-likelihood: -52.94 on 12 Df > logLik( estResultBFGS ) 'log Lik.' -52.94 (df=12) > > # estimation with the BFGS algorithm, one-sided gradients > estResultBFGS1 <- mvProbit( cbind( y1, y2, y3 ) ~ x1 + x2, + start = c( beta ), startSigma = sigma, method = "BFGS", + data = dat, + reltol = 0.5, algorithm = GenzBretz(), oneSidedGrad = TRUE ) > print( estResultBFGS1 ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, start = c(beta), startSigma = sigma, method = "BFGS", algorithm = GenzBretz(), oneSidedGrad = TRUE, reltol = 0.5) Coefficients: b_1_0 b_1_1 b_1_2 b_2_0 b_2_1 b_2_2 b_3_0 b_3_1 0.53607 1.16101 -1.14213 -0.44952 1.05496 -1.57624 0.40751 -0.85400 b_3_2 R_1_2 R_1_3 R_2_3 1.25958 0.29483 0.32822 -0.02382 > summary( estResultBFGS1 ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, start = c(beta), startSigma = sigma, method = "BFGS", algorithm = GenzBretz(), oneSidedGrad = TRUE, reltol = 0.5) Coefficients: Estimate Std. error t value Pr(> t) b_1_0 0.53607 0.82709 0.648 0.5169 b_1_1 1.16101 0.91515 1.269 0.2046 b_1_2 -1.14213 0.93847 -1.217 0.2236 b_2_0 -0.44952 0.79215 -0.567 0.5704 b_2_1 1.05496 0.88398 1.193 0.2327 b_2_2 -1.57624 0.73187 -2.154 0.0313 * b_3_0 0.40751 0.48897 0.833 0.4046 b_3_1 -0.85400 0.84871 -1.006 0.3143 b_3_2 1.25958 0.68040 1.851 0.0641 . R_1_2 0.29483 1.85817 0.159 0.8739 R_1_3 0.32822 0.70923 0.463 0.6435 R_2_3 -0.02382 0.34466 -0.069 0.9449 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 BFGS maximization, 4 iterations Return code 0: successful convergence Log-likelihood: -52.94 on 12 Df > logLik( estResultBFGS1 ) 'log Lik.' -52.94 (df=12) > all.equal( estResultBFGS[-c(14:15)], estResultBFGS1[-c(14:15)], tol = 1e-5 ) [1] TRUE > > # estimation with the BFGS algorithm, one-sided gradients, no starting values > estResultBFGS1a <- mvProbit( cbind( y1, y2, y3 ) ~ x1 + x2, + data = dat, method = "BFGS", + reltol = 0.5, algorithm = GenzBretz(), oneSidedGrad = TRUE ) > print( estResultBFGS1a ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, method = "BFGS", algorithm = GenzBretz(), oneSidedGrad = TRUE, reltol = 0.5) Coefficients: b_1_0 b_1_1 b_1_2 b_2_0 b_2_1 b_2_2 b_3_0 b_3_1 0.79353 1.88367 -1.74922 -0.40036 0.91577 -1.52106 0.97790 -1.69433 b_3_2 R_1_2 R_1_3 R_2_3 1.57625 0.75270 0.23721 -0.03453 > summary( estResultBFGS1a ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, method = "BFGS", algorithm = GenzBretz(), oneSidedGrad = TRUE, reltol = 0.5) Coefficients: Estimate Std. error t value Pr(> t) b_1_0 0.79353 0.90412 0.878 0.3801 b_1_1 1.88367 0.90668 2.078 0.0378 * b_1_2 -1.74922 0.97400 -1.796 0.0725 . b_2_0 -0.40036 0.69056 -0.580 0.5621 b_2_1 0.91577 0.97998 0.934 0.3501 b_2_2 -1.52106 0.72006 -2.112 0.0347 * b_3_0 0.97790 0.64497 1.516 0.1295 b_3_1 -1.69433 0.94788 -1.787 0.0739 . b_3_2 1.57625 0.73399 2.148 0.0318 * R_1_2 0.75270 4.32729 0.174 0.8619 R_1_3 0.23721 0.90535 0.262 0.7933 R_2_3 -0.03453 0.35889 -0.096 0.9234 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 BFGS maximization, 3 iterations Return code 0: successful convergence Log-likelihood: -49.36 on 12 Df > logLik( estResultBFGS1a ) 'log Lik.' -49.36 (df=12) > > # estimation with the BFGS algorithm, one-sided gradients, no starting values for beta > estResultBFGS1b <- mvProbit( cbind( y1, y2, y3 ) ~ x1 + x2, + startSigma = sigma, data = dat, + method = "BFGS", reltol = 0.5, algorithm = GenzBretz(), oneSidedGrad = TRUE ) > print( estResultBFGS1b ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, startSigma = sigma, method = "BFGS", algorithm = GenzBretz(), oneSidedGrad = TRUE, reltol = 0.5) Coefficients: b_1_0 b_1_1 b_1_2 b_2_0 b_2_1 b_2_2 b_3_0 b_3_1 b_3_2 R_1_2 0.8110 1.9060 -1.7627 -0.3770 0.9441 -1.5332 0.9372 -1.7498 1.6024 0.6817 R_1_3 R_2_3 0.4044 0.1663 > summary( estResultBFGS1b ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, startSigma = sigma, method = "BFGS", algorithm = GenzBretz(), oneSidedGrad = TRUE, reltol = 0.5) Coefficients: Estimate Std. error t value Pr(> t) b_1_0 0.8110 0.9297 0.872 0.3830 b_1_1 1.9060 0.9160 2.081 0.0375 * b_1_2 -1.7627 1.0131 -1.740 0.0819 . b_2_0 -0.3770 0.7049 -0.535 0.5928 b_2_1 0.9441 1.0345 0.913 0.3615 b_2_2 -1.5332 0.7517 -2.040 0.0414 * b_3_0 0.9372 0.6291 1.490 0.1363 b_3_1 -1.7498 0.9996 -1.751 0.0800 . b_3_2 1.6024 0.7848 2.042 0.0412 * R_1_2 0.6817 3.4094 0.200 0.8415 R_1_3 0.4044 0.8024 0.504 0.6143 R_2_3 0.1663 0.3389 0.491 0.6235 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 BFGS maximization, 3 iterations Return code 0: successful convergence Log-likelihood: -49.57 on 12 Df > logLik( estResultBFGS1b ) 'log Lik.' -49.57 (df=12) > > # estimation with the BFGS algorithm, one-sided gradients, no starting values for sigma > estResultBFGS1s <- mvProbit( cbind( y1, y2, y3 ) ~ x1 + x2, + start = c( beta ), data = dat, + method = "BFGS", reltol = 0.5, algorithm = GenzBretz(), oneSidedGrad = TRUE ) > print( estResultBFGS1s ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, start = c(beta), method = "BFGS", algorithm = GenzBretz(), oneSidedGrad = TRUE, reltol = 0.5) Coefficients: b_1_0 b_1_1 b_1_2 b_2_0 b_2_1 b_2_2 b_3_0 b_3_1 0.55814 1.14958 -1.12747 -0.44426 1.07325 -1.57226 0.37255 -0.85470 b_3_2 R_1_2 R_1_3 R_2_3 1.23011 0.34981 -0.01177 0.09435 > summary( estResultBFGS1s ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, start = c(beta), method = "BFGS", algorithm = GenzBretz(), oneSidedGrad = TRUE, reltol = 0.5) Coefficients: Estimate Std. error t value Pr(> t) b_1_0 0.55814 0.86615 0.644 0.5193 b_1_1 1.14958 0.90607 1.269 0.2045 b_1_2 -1.12747 0.94191 -1.197 0.2313 b_2_0 -0.44426 0.85526 -0.519 0.6035 b_2_1 1.07325 0.99314 1.081 0.2798 b_2_2 -1.57226 0.78557 -2.001 0.0453 * b_3_0 0.37255 0.56172 0.663 0.5072 b_3_1 -0.85470 0.95214 -0.898 0.3694 b_3_2 1.23011 0.71506 1.720 0.0854 . R_1_2 0.34981 2.02289 0.173 0.8627 R_1_3 -0.01177 0.70776 -0.017 0.9867 R_2_3 0.09435 0.33920 0.278 0.7809 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 BFGS maximization, 4 iterations Return code 0: successful convergence Log-likelihood: -52.78 on 12 Df > logLik( estResultBFGS1s ) 'log Lik.' -52.78 (df=12) > > # estimation with the BFGS algorithm, Miwa algorithm for obtaining integrals > estResultBFGSm <- mvProbit( cbind( y1, y2, y3 ) ~ x1 + x2, + start = c( beta ), startSigma = sigma, + data = dat, method = "BFGS", + reltol = 0.5, algorithm = Miwa( steps = 64 ) ) There were 13 warnings (use warnings() to see them) > print( estResultBFGSm ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, start = c(beta), startSigma = sigma, method = "BFGS", algorithm = Miwa(steps = 64), reltol = 0.5) Coefficients: b_1_0 b_1_1 b_1_2 b_2_0 b_2_1 b_2_2 b_3_0 b_3_1 0.53609 1.16102 -1.14213 -0.44952 1.05496 -1.57624 0.40753 -0.85400 b_3_2 R_1_2 R_1_3 R_2_3 1.25960 0.29491 0.32819 -0.02386 > summary( estResultBFGSm ) Call: mvProbit(formula = cbind(y1, y2, y3) ~ x1 + x2, data = dat, start = c(beta), startSigma = sigma, method = "BFGS", algorithm = Miwa(steps = 64), reltol = 0.5) Coefficients: Estimate Std. error t value Pr(> t) b_1_0 0.53609 0.82702 0.648 0.5168 b_1_1 1.16102 0.91511 1.269 0.2045 b_1_2 -1.14213 0.93837 -1.217 0.2235 b_2_0 -0.44952 0.79215 -0.567 0.5704 b_2_1 1.05496 0.88386 1.194 0.2326 b_2_2 -1.57624 0.73173 -2.154 0.0312 * b_3_0 0.40753 0.48894 0.834 0.4046 b_3_1 -0.85400 0.84860 -1.006 0.3142 b_3_2 1.25960 0.68024 1.852 0.0641 . R_1_2 0.29491 1.85789 0.159 0.8739 R_1_3 0.32819 0.70903 0.463 0.6435 R_2_3 -0.02386 0.34468 -0.069 0.9448 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 BFGS maximization, 4 iterations Return code 0: successful convergence Log-likelihood: -52.94 on 12 Df > logLik( estResultBFGSm ) 'log Lik.' -52.94 (df=12) > all.equal( estResultBFGS[-c(14:15)], estResultBFGSm[-c(14:15)], tol = 1e-3 ) [1] TRUE > > # estimation with the BFGS algorithm, GHK algorithm for obtaining integrals > estResultBFGSg <- mvProbit( cbind( y1, y2, y3 ) ~ x1 + x2, + start = c( beta ), startSigma = sigma, + data = dat, method = "BFGS", + reltol = 0.5 ) Error in file(file, if (append) "a" else "w") : cannot open the connection Calls: mvProbit ... mvProbitLogLikInternal -> pmvnormWrap -> sink -> file In addition: Warning message: In file(file, if (append) "a" else "w") : cannot open file '/tmp/RtmpRoXFEp/file1dec79249841be': No space left on device Execution halted Running the tests in ‘tests/mvProbitMargEff2.R’ failed. Complete output: > # I thank Mohit Batham for providing this R script that demonstrated > # a bug in mvProbitMargEff() when called with 2 dependent variables > library( "mvProbit" ) Loading required package: mvtnorm Loading required package: maxLik Loading required package: miscTools Please cite the 'maxLik' package as: Henningsen, Arne and Toomet, Ott (2011). maxLik: A package for maximum likelihood estimation in R. Computational Statistics 26(3), 443-458. DOI 10.1007/s00180-010-0217-1. If you have questions, suggestions, or comments regarding the 'maxLik' package, please use a forum or 'tracker' at maxLik's R-Forge site: https://r-forge.r-project.org/projects/maxlik/ Loading required package: abind > nObs <- 100 > set.seed( 123 ) > xData <- data.frame( + const = rep( 1, nObs ), + x1 = as.numeric( rnorm( nObs ) > 0 ), + x2 = as.numeric( rnorm( nObs ) > 0 ), + x3 = rnorm( nObs ), + x4 = rnorm( nObs )) > beta <- c( 0.8, 1.2, -1.0, 1.4, -0.8, + -0.6, 1.0, 0.6, -1.2, -1.6) > sigma <- symMatrix( c( 1, 0.2, 1)) > margEffCond <- try( mvProbitMargEff( ~ x1 + x2 + x3 + x4 , coef = beta, + sigma = sigma, data = xData, cond = TRUE ) ) Error in file(file, if (append) "a" else "w") : cannot open the connection In addition: Warning message: In file(file, if (append) "a" else "w") : cannot open file '/tmp/RtmpFkfm13/file1e0ecd26a41071': No space left on device > round( margEffCond, 3 ) Error in round(margEffCond, 3) : non-numeric argument to mathematical function Execution halted Running the tests in ‘tests/mvProbitTest.R’ failed. Complete output: > library( "mvProbit" ) Loading required package: mvtnorm Loading required package: maxLik Loading required package: miscTools Please cite the 'maxLik' package as: Henningsen, Arne and Toomet, Ott (2011). maxLik: A package for maximum likelihood estimation in R. Computational Statistics 26(3), 443-458. DOI 10.1007/s00180-010-0217-1. If you have questions, suggestions, or comments regarding the 'maxLik' package, please use a forum or 'tracker' at maxLik's R-Forge site: https://r-forge.r-project.org/projects/maxlik/ Loading required package: abind > options( digits = 4 ) > > ## generate a simulated data set > set.seed( 123 ) > # number of observations > nObs <- 10 > > # generate explanatory variables > xMat <- cbind( + const = rep( 1, nObs ), + x1 = as.numeric( rnorm( nObs ) > 0 ), + x2 = as.numeric( rnorm( nObs ) > 0 ), + x3 = rnorm( nObs ), + x4 = rnorm( nObs ) ) > > # model coefficients > beta <- cbind( c( 0.8, 1.2, -1.0, 1.4, -0.8 ), + c( -0.6, 1.0, 0.6, -1.2, -1.6 ), + c( 0.5, -0.6, -0.7, 1.1, 1.2 ) ) > > # covariance matrix of error terms > sigma <- miscTools::symMatrix( c( 1, 0.2, 0.4, 1, -0.1, 1 ) ) > > # all parameters in a vector > allCoef <- c( c( beta ), sigma[ lower.tri( sigma ) ] ) > > # generate dependent variables > yMatLin <- xMat %*% beta > yMat <- ( yMatLin + rmvnorm( nObs, sigma = sigma, pre0.9_9994 = TRUE ) ) > 0 > colnames( yMat ) <- paste( "y", 1:3, sep = "" ) > # (yMatLin > 0 )== yMat > > # unconditional expectations of dependent variables > yExp <- mvProbitExp( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ) ) > round( yExp, 3 ) V1 V2 V3 1 0.021 0.725 0.194 2 0.394 0.768 0.214 3 0.125 0.788 0.196 4 0.235 0.681 0.292 5 0.680 0.435 0.579 6 0.028 0.973 0.034 7 0.958 0.186 0.784 8 0.856 0.247 0.724 9 0.061 0.968 0.034 10 0.998 0.067 0.923 > yExpA <- mvProbitExp( ~ x1 + x2 + x3 + x4, coef = allCoef, + data = as.data.frame( xMat ) ) > all.equal( yExp, yExpA ) [1] TRUE > yExp2 <- pnorm( yMatLin ) > all.equal( yExp, as.data.frame( yExp2 ) ) [1] TRUE > > > # conditional expectations of dependent variables > # (assuming that all other dependent variables are one) > yExpCond <- mvProbitExp( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE, + algorithm = GenzBretz() ) > round( yExpCond, 3 ) V1 V2 V3 1 0.072 0.834 0.524 2 0.660 0.779 0.314 3 0.297 0.838 0.399 4 0.448 0.727 0.461 5 0.847 0.442 0.618 6 0.139 0.985 0.162 7 0.991 0.179 0.749 8 0.950 0.244 0.710 9 0.244 0.978 0.133 10 1.000 0.065 0.892 > yExpCondA <- mvProbitExp( ~ x1 + x2 + x3 + x4, coef = allCoef, + data = as.data.frame( xMat ), cond = TRUE, + algorithm = GenzBretz() ) > all.equal( yExpCond, yExpCondA ) [1] TRUE > yExpCond2 <- matrix( NA, nrow = nObs, ncol = ncol( yMat ) ) > for( i in 1:nObs ) { + for( k in 1:ncol( yMat ) ) { + set.seed( 123 ) + numerator <- pmvnorm( upper = yMatLin[ i, ], sigma = sigma ) + set.seed( 123 ) + denominator <- pmvnorm( upper = yMatLin[ i, -k ], sigma = sigma[ -k, -k ] ) + yExpCond2[ i, k ] <- numerator / denominator + } + } > all.equal( yExpCond, as.data.frame( yExpCond2 ) ) [1] TRUE > # now with explicitly specifying the algorithm > yExpCond3 <- mvProbitExp( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE, + algorithm = GenzBretz ) > all.equal( yExpCond, yExpCond3 ) [1] TRUE > identical( yExpCond, yExpCond3 ) [1] TRUE > # now with integrals obtained by the Miwa algorithm > yExpCond4 <- mvProbitExp( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE, + algorithm = Miwa ) > all.equal( yExpCond, yExpCond4, tol = 1e-3 ) [1] TRUE > # now with integrals obtained by the Miwa algorithm, less precise > yExpCond5 <- mvProbitExp( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE, + algorithm = Miwa( steps = 32 ) ) > all.equal( yExpCond4, yExpCond5, tol = 1e-3 ) [1] TRUE > # now with integrals obtained by the TVPACK algorithm > yExpCond6 <- mvProbitExp( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE, + algorithm = TVPACK ) > all.equal( yExpCond, yExpCond6, tol = 1e-3 ) [1] TRUE > # now with integrals obtained by the TVPACK algorithm, less precise > yExpCond7 <- mvProbitExp( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE, + algorithm = TVPACK( abseps = 0.5 ) ) > all.equal( yExpCond6, yExpCond7, tol = 1e-3 ) [1] "Component \"V1\": Mean relative difference: 0.03018" [2] "Component \"V2\": Mean relative difference: 0.04273" [3] "Component \"V3\": Mean relative difference: 0.04242" > # now with integrals obtained by the GHK algorithm > yExpCond8 <- mvProbitExp( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE ) > all.equal( yExpCond, yExpCond8, tol = 1e-3 ) [1] TRUE > # now with integrals obtained by the GHK algorithm, less precise > yExpCond9 <- mvProbitExp( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE, + nGHK = 100 ) > all.equal( yExpCond8, yExpCond9, tol = 1e-3 ) [1] "Component \"V1\": Mean relative difference: 0.004212" [2] "Component \"V2\": Mean relative difference: 0.00124" [3] "Component \"V3\": Mean relative difference: 0.001381" > > > # conditional expectations of dependent variables > # (assuming that all other dependent variables are as observed) > yExpCondObs <- mvProbitExp( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + cond = TRUE, algorithm = GenzBretz() ) > round( yExpCondObs, 3 ) y1 y2 y3 1 0.014 0.735 0.172 2 0.364 0.744 0.119 3 0.102 0.788 0.152 4 0.197 0.813 0.461 5 0.469 0.542 0.707 6 0.025 0.973 0.029 7 0.971 0.179 0.809 8 0.890 0.244 0.783 9 0.056 0.968 0.027 10 0.999 0.065 0.926 > yExpCondObsA <- mvProbitExp( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = allCoef, data = as.data.frame( cbind( xMat, yMat ) ), + cond = TRUE, algorithm = GenzBretz() ) > all.equal( yExpCondObs, yExpCondObsA ) [1] TRUE > yExpCondObs2 <- matrix( NA, nrow = nObs, ncol = ncol( yMat ) ) > for( i in 1:nObs ){ + for( k in 1:ncol( yMat ) ) { + ySign <- 2 * yMat[ i, ] - 1 + ySign[ k ] <- 1 + yLinTmp <- yMatLin[ i, ] * ySign + sigmaTmp <- diag( ySign ) %*% sigma %*% diag( ySign ) + set.seed( 123 ) + numerator <- pmvnorm( upper = yLinTmp, sigma = sigmaTmp ) + set.seed( 123 ) + denominator <- pmvnorm( upper = yLinTmp[ -k ], sigma = sigmaTmp[ -k, -k ] ) + yExpCondObs2[ i, k ] <- numerator / denominator + } + } > all.equal( yExpCondObs, as.data.frame( yExpCondObs2 ) ) [1] "Names: 3 string mismatches" > # now with explicitly specifying the algorithm > yExpCondObs3 <- mvProbitExp( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + cond = TRUE, algorithm = GenzBretz ) > all.equal( yExpCondObs, yExpCondObs3 ) [1] TRUE > identical( yExpCondObs, yExpCondObs3 ) [1] TRUE > # now with integrals obtained by the Miwa algorithm > yExpCondObs4 <- mvProbitExp( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + cond = TRUE, algorithm = Miwa ) > all.equal( yExpCondObs, yExpCondObs4, tol = 1e-3 ) [1] TRUE > # now with integrals obtained by the Miwa algorithm, less precise > yExpCondObs5 <- mvProbitExp( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + cond = TRUE, algorithm = Miwa( steps = 32 ) ) > all.equal( yExpCondObs4, yExpCondObs5, tol = 1e-3 ) [1] TRUE > # now with integrals obtained by the TVPACK algorithm > yExpCondObs6 <- mvProbitExp( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + cond = TRUE, algorithm = TVPACK ) > all.equal( yExpCondObs, yExpCondObs6, tol = 1e-3 ) [1] TRUE > # now with integrals obtained by the TVPACK algorithm, less precise > yExpCondObs7 <- mvProbitExp( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + cond = TRUE, algorithm = TVPACK( abseps = 0.5 ) ) > all.equal( yExpCondObs6, yExpCondObs7, tol = 1e-3 ) [1] "Component \"y1\": Mean relative difference: 0.0513" [2] "Component \"y2\": Mean relative difference: 0.04744" [3] "Component \"y3\": Mean relative difference: 0.02587" > # now with integrals obtained by the GHK algorithm > yExpCondObs8 <- mvProbitExp( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + cond = TRUE ) > all.equal( yExpCondObs, yExpCondObs8, tol = 1e-3 ) [1] TRUE > # now with integrals obtained by the GHK algorithm, less precise > yExpCondObs9 <- mvProbitExp( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + cond = TRUE, nGHK = 100 ) > all.equal( yExpCondObs8, yExpCondObs9, tol = 1e-3 ) [1] "Component \"y1\": Mean relative difference: 0.00177" [2] "Component \"y3\": Mean relative difference: 0.003009" > > > # unconditional expectations of dependent variables by simulation > nSim <- 10000 > ySim <- array( NA, c( nObs, ncol( yMat ), nSim ) ) > for( s in 1:nSim ) { + ySim[ , , s ] <- ( yMatLin + rmvnorm( nObs, sigma = sigma, pre0.9_9994 = TRUE ) ) > 0 + } > yExpSim <- matrix( NA, nrow = nObs, ncol = ncol( yMat ) ) > for( i in 1:nObs ) { + yExpSim[ i, ] <- rowSums( ySim[ i, , ] ) / nSim + } > round( yExpSim, 3 ) [,1] [,2] [,3] [1,] 0.019 0.729 0.197 [2,] 0.400 0.760 0.215 [3,] 0.118 0.787 0.198 [4,] 0.237 0.684 0.299 [5,] 0.682 0.437 0.578 [6,] 0.028 0.971 0.036 [7,] 0.958 0.184 0.787 [8,] 0.855 0.255 0.716 [9,] 0.062 0.970 0.033 [10,] 0.998 0.064 0.923 > round( yExpSim - as.matrix( yExp ), 3 ) V1 V2 V3 [1,] -0.002 0.004 0.003 [2,] 0.006 -0.009 0.001 [3,] -0.006 -0.001 0.001 [4,] 0.003 0.004 0.007 [5,] 0.002 0.002 -0.001 [6,] 0.000 -0.002 0.002 [7,] 0.000 -0.002 0.003 [8,] -0.001 0.008 -0.008 [9,] 0.002 0.001 -0.001 [10,] 0.001 -0.004 0.001 > > # for testing state of random number generator > rnorm( 4 ) [1] -0.07305 0.71129 0.08263 -1.11817 > > # calculating log likelihood value(s) > logLikVal <- mvProbitLogLik( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + algorithm = GenzBretz() ) > round( logLikVal, 3 ) [1] -0.535 -0.942 -0.552 -2.327 -2.259 -0.086 -0.466 -0.704 -0.124 -0.149 > logLikValA <- mvProbitLogLik( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = allCoef, data = as.data.frame( cbind( xMat, yMat ) ), + algorithm = GenzBretz() ) > all.equal( logLikVal, logLikValA ) [1] TRUE > # now with explicitly specifying the algorithm > logLikVal3 <- mvProbitLogLik( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + algorithm = GenzBretz ) > all.equal( logLikVal, logLikVal3 ) [1] TRUE > identical( logLikVal, logLikVal3 ) [1] TRUE > # now with integrals obtained by the Miwa algorithm > logLikVal4 <- mvProbitLogLik( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + algorithm = Miwa ) > all.equal( logLikVal, logLikVal4, tol = 1e-3 ) [1] TRUE > # now with integrals obtained by the Miwa algorithm, less precise > logLikVal5 <- mvProbitLogLik( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + algorithm = Miwa( steps = 32 ) ) > all.equal( logLikVal4, logLikVal5, tol = 1e-3 ) [1] TRUE > # now with integrals obtained by the TVPACK algorithm > logLikVal6 <- mvProbitLogLik( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + algorithm = TVPACK ) > all.equal( logLikVal, logLikVal6, tol = 1e-3 ) [1] TRUE > # now with integrals obtained by the TVPACK algorithm, less precise > logLikVal7 <- mvProbitLogLik( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + algorithm = TVPACK( abseps = 0.5 ) ) > all.equal( logLikVal6, logLikVal7, tol = 1e-3 ) [1] "Mean relative difference: 0.05527" > # now with integrals obtained by the GHK algorithm > logLikVal8 <- mvProbitLogLik( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ) ) > all.equal( logLikVal, logLikVal8, tol = 1e-3 ) [1] TRUE > # now with integrals obtained by the GHK algorithm, less precise > logLikVal9 <- mvProbitLogLik( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + nGHK = 100 ) > all.equal( logLikVal8, logLikVal9, tol = 1e-3 ) [1] "Mean relative difference: 0.001901" > > # calculating log likelihood value(s) with one-sided gradients > logLikValGrad1 <- mvProbitLogLik( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + oneSidedGrad = TRUE, algorithm = GenzBretz() ) > round( c( logLikValGrad1 ), 3 ) [1] -0.535 -0.942 -0.552 -2.327 -2.259 -0.086 -0.466 -0.704 -0.124 -0.149 > round( attr( logLikValGrad1, "gradient" ), 3 ) b_1_0 b_1_1 b_1_2 b_1_3 b_1_4 b_2_0 b_2_1 b_2_2 b_2_3 b_2_4 [1,] -0.039 0.000 -0.039 0.042 -0.017 0.447 0.000 0.447 -0.477 0.191 [2,] -0.620 0.000 -0.620 0.135 0.183 0.438 0.000 0.438 -0.096 -0.129 [3,] -0.209 -0.209 -0.209 0.214 -0.187 0.371 0.371 0.371 -0.380 0.332 [4,] 1.494 1.494 1.494 -1.089 1.312 0.340 0.340 0.340 -0.248 0.298 [5,] 0.917 0.917 0.000 -0.573 0.754 -0.886 -0.886 0.000 0.554 -0.728 [6,] -0.061 -0.061 -0.061 0.103 -0.042 0.065 0.065 0.065 -0.109 0.045 [7,] 0.071 0.071 0.071 0.060 0.039 -0.320 -0.320 -0.320 -0.268 -0.177 [8,] 0.225 0.000 0.000 0.034 -0.014 -0.418 0.000 0.000 -0.064 0.026 [9,] -0.122 0.000 -0.122 0.139 0.037 0.075 0.000 0.075 -0.086 -0.023 [10,] 0.005 0.000 0.000 0.006 -0.002 -0.136 0.000 0.000 -0.171 0.052 b_3_0 b_3_1 b_3_2 b_3_3 b_3_4 R_1_2 R_1_3 R_2_3 [1,] -0.314 0.000 -0.314 0.335 -0.134 -0.009 0.032 -0.162 [2,] -0.241 0.000 -0.241 0.052 0.071 -0.211 0.243 -0.133 [3,] -0.288 -0.288 -0.288 0.296 -0.258 -0.049 0.118 -0.129 [4,] -0.791 -0.791 -0.791 0.577 -0.695 0.593 -0.947 -0.320 [5,] -1.245 -1.245 0.000 0.778 -1.023 -0.696 -0.902 1.016 [6,] -0.070 -0.070 -0.070 0.119 -0.048 -0.002 0.015 -0.007 [7,] 0.344 0.344 0.344 0.288 0.190 -0.012 0.055 -0.129 [8,] 0.391 0.000 0.000 0.060 -0.024 -0.062 0.160 -0.192 [9,] -0.067 0.000 -0.067 0.076 0.020 -0.004 0.025 -0.008 [10,] 0.153 0.000 0.000 0.191 -0.058 0.000 0.003 -0.027 > logLikValGrad1A <- mvProbitLogLik( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = allCoef, data = as.data.frame( cbind( xMat, yMat ) ), + oneSidedGrad = TRUE, algorithm = GenzBretz() ) > all.equal( logLikValGrad1, logLikValGrad1A ) [1] TRUE > > # calculating log likelihood value(s) with two-sided gradients > logLikValGrad <- mvProbitLogLik( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = c( beta ), sigma = sigma, data = as.data.frame( cbind( xMat, yMat ) ), + returnGrad = TRUE, algorithm = GenzBretz() ) > round( c( logLikValGrad ), 3 ) [1] -0.535 -0.942 -0.552 -2.327 -2.259 -0.086 -0.466 -0.704 -0.124 -0.149 > round( attr( logLikValGrad, "gradient" ), 3 ) b_1_0 b_1_1 b_1_2 b_1_3 b_1_4 b_2_0 b_2_1 b_2_2 b_2_3 b_2_4 [1,] -0.039 0.000 -0.039 0.042 -0.017 0.447 0.000 0.447 -0.477 0.191 [2,] -0.620 0.000 -0.620 0.135 0.183 0.438 0.000 0.438 -0.096 -0.129 [3,] -0.209 -0.209 -0.209 0.214 -0.187 0.371 0.371 0.371 -0.380 0.332 [4,] 1.494 1.494 1.494 -1.089 1.312 0.340 0.340 0.340 -0.248 0.298 [5,] 0.917 0.917 0.000 -0.573 0.754 -0.886 -0.886 0.000 0.554 -0.728 [6,] -0.061 -0.061 -0.061 0.103 -0.042 0.065 0.065 0.065 -0.109 0.045 [7,] 0.071 0.071 0.071 0.060 0.039 -0.320 -0.320 -0.320 -0.268 -0.177 [8,] 0.225 0.000 0.000 0.034 -0.014 -0.418 0.000 0.000 -0.064 0.026 [9,] -0.122 0.000 -0.122 0.139 0.037 0.075 0.000 0.075 -0.086 -0.023 [10,] 0.005 0.000 0.000 0.006 -0.002 -0.136 0.000 0.000 -0.171 0.052 b_3_0 b_3_1 b_3_2 b_3_3 b_3_4 R_1_2 R_1_3 R_2_3 [1,] -0.314 0.000 -0.314 0.335 -0.134 -0.009 0.032 -0.162 [2,] -0.241 0.000 -0.241 0.052 0.071 -0.211 0.243 -0.133 [3,] -0.288 -0.288 -0.288 0.296 -0.258 -0.049 0.118 -0.129 [4,] -0.791 -0.791 -0.791 0.577 -0.695 0.593 -0.947 -0.320 [5,] -1.245 -1.245 0.000 0.778 -1.023 -0.696 -0.902 1.016 [6,] -0.070 -0.070 -0.070 0.119 -0.048 -0.002 0.015 -0.007 [7,] 0.344 0.344 0.344 0.288 0.190 -0.012 0.055 -0.129 [8,] 0.391 0.000 0.000 0.060 -0.024 -0.062 0.160 -0.192 [9,] -0.067 0.000 -0.067 0.076 0.020 -0.004 0.025 -0.008 [10,] 0.153 0.000 0.000 0.191 -0.058 0.000 0.003 -0.027 > # now manually > llTmp <- function( coef ) { + betaTmp <- coef[ 1:15 ] + sigmaTmp <- diag( 3 ) + sigmaTmp[ lower.tri( sigmaTmp ) ] <- coef[ -(1:15) ] + sigmaTmp[ upper.tri( sigmaTmp ) ] <- t( sigmaTmp )[ upper.tri( sigmaTmp ) ] + result <- mvProbitLogLik( cbind( y1, y2, y3 ) ~ x1 + x2 + x3 + x4, + coef = betaTmp, sigma = sigmaTmp, + data = as.data.frame( cbind( xMat, yMat ) ), algorithm = GenzBretz() ) + return( result ) + } > logLikValGrad2 <- numericGradient( llTmp, allCoef ) > round( logLikValGrad2, 3 ) [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [1,] -0.039 0.000 -0.039 0.042 -0.017 0.447 0.000 0.447 -0.477 0.191 [2,] -0.620 0.000 -0.620 0.135 0.183 0.438 0.000 0.438 -0.096 -0.129 [3,] -0.209 -0.209 -0.209 0.214 -0.187 0.371 0.371 0.371 -0.380 0.332 [4,] 1.494 1.494 1.494 -1.089 1.312 0.340 0.340 0.340 -0.248 0.298 [5,] 0.917 0.917 0.000 -0.573 0.754 -0.886 -0.886 0.000 0.554 -0.728 [6,] -0.061 -0.061 -0.061 0.103 -0.042 0.065 0.065 0.065 -0.109 0.045 [7,] 0.071 0.071 0.071 0.060 0.039 -0.320 -0.320 -0.320 -0.268 -0.177 [8,] 0.225 0.000 0.000 0.034 -0.014 -0.418 0.000 0.000 -0.064 0.026 [9,] -0.122 0.000 -0.122 0.139 0.037 0.075 0.000 0.075 -0.086 -0.023 [10,] 0.005 0.000 0.000 0.006 -0.002 -0.136 0.000 0.000 -0.171 0.052 [,11] [,12] [,13] [,14] [,15] [,16] [,17] [,18] [1,] -0.314 0.000 -0.314 0.335 -0.134 -0.009 0.032 -0.162 [2,] -0.241 0.000 -0.241 0.052 0.071 -0.211 0.243 -0.133 [3,] -0.288 -0.288 -0.288 0.296 -0.258 -0.049 0.118 -0.129 [4,] -0.791 -0.791 -0.791 0.577 -0.695 0.593 -0.947 -0.320 [5,] -1.245 -1.245 0.000 0.778 -1.023 -0.696 -0.902 1.016 [6,] -0.070 -0.070 -0.070 0.119 -0.048 -0.002 0.015 -0.007 [7,] 0.344 0.344 0.344 0.288 0.190 -0.012 0.055 -0.129 [8,] 0.391 0.000 0.000 0.060 -0.024 -0.062 0.160 -0.192 [9,] -0.067 0.000 -0.067 0.076 0.020 -0.004 0.025 -0.008 [10,] 0.153 0.000 0.000 0.191 -0.058 0.000 0.003 -0.027 > # attr( logLikValGrad1, "gradient" ) / logLikValGrad2 - 1 > all.equal( attr( logLikValGrad1, "gradient" ), logLikValGrad2, + tol = 1e-5, check.attributes = FALSE ) [1] TRUE > # attr( logLikValGrad, "gradient" ) / logLikValGrad2 - 1 > all.equal( attr( logLikValGrad, "gradient" ), logLikValGrad2, + check.attributes = FALSE ) [1] TRUE > > # for testing state of random number generator > rnorm( 4 ) [1] -1.3162 0.7625 0.9036 1.6774 > > # calculating marginal effects, unconditional > margEffUnc <- mvProbitMargEff( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), vcov = diag( 18 ) ) > round( margEffUnc, 3 ) d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0.181 0.220 -0.122 -0.129 0.226 -0.241 0.070 2 0.430 0.190 -0.132 -0.374 0.215 -0.249 0.539 3 0.115 0.368 -0.203 -0.315 0.209 -0.242 0.287 4 0.208 0.383 -0.229 -0.374 0.233 -0.269 0.430 5 0.448 0.313 -0.209 -0.383 0.234 -0.271 0.501 6 0.027 0.151 -0.076 -0.153 0.066 -0.096 0.090 7 0.256 0.157 -0.133 -0.039 0.118 -0.147 0.125 8 0.132 0.377 -0.226 -0.331 0.219 -0.266 0.317 9 0.303 0.030 -0.027 -0.231 0.073 -0.097 0.168 10 0.002 0.243 -0.128 -0.029 0.118 -0.158 0.009 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 -0.400 0.302 -0.040 -0.533 0.330 2 -0.366 0.320 -0.308 -0.488 0.349 3 -0.348 0.305 -0.164 -0.464 0.332 4 -0.429 0.378 -0.246 -0.572 0.412 5 -0.472 0.430 -0.286 -0.630 0.469 6 -0.075 0.082 -0.051 -0.101 0.090 7 -0.322 0.322 -0.071 -0.429 0.351 8 -0.379 0.368 -0.181 -0.505 0.401 9 -0.086 0.084 -0.096 -0.114 0.092 10 -0.156 0.160 -0.005 -0.209 0.174 > round( attr( margEffUnc, "vcov" )[ 1:3, , ], 2 ) , , d_y1_d_x1 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0.26 0 0 -0.09 0 0 0.10 2 0.10 0 0 -0.06 0 0 -0.03 3 0.17 0 0 -0.10 0 0 0.26 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 0 0 -0.06 0 0 2 0 0 0.04 0 0 3 0 0 -0.14 0 0 , , d_y2_d_x1 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0 0.18 0 0 -0.04 0 0 2 0 0.11 0 0 -0.04 0 0 3 0 0.12 0 0 -0.03 0 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 -0.10 0 0 -0.27 0 2 -0.11 0 0 -0.15 0 3 0.00 0 0 -0.06 0 , , d_y3_d_x1 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0 0 0.08 0 0 0.00 0 2 0 0 0.06 0 0 -0.02 0 3 0 0 0.12 0 0 -0.03 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 0 -0.08 0 0 -0.15 2 0 -0.07 0 0 -0.07 3 0 -0.01 0 0 -0.07 , , d_y1_d_x2 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 -0.09 0 0 0.08 0 0 -0.04 2 -0.06 0 0 0.16 0 0 0.06 3 -0.10 0 0 0.18 0 0 -0.13 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 0 0 0.03 0 0 2 0 0 -0.05 0 0 3 0 0 0.06 0 0 , , d_y2_d_x2 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0 -0.04 0 0 0.12 0 0 2 0 -0.04 0 0 0.10 0 0 3 0 -0.03 0 0 0.12 0 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 0.07 0 0 0.05 0 2 0.06 0 0 0.08 0 3 0.00 0 0 -0.06 0 , , d_y3_d_x2 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0 0 0.00 0 0 0.11 0 2 0 0 -0.02 0 0 0.10 0 3 0 0 -0.03 0 0 0.13 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 0 0.03 0 0 -0.01 2 0 0.05 0 0 0.06 3 0 -0.01 0 0 -0.08 , , d_y1_d_x3 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0.10 0 0 -0.04 0 0 0.06 2 -0.03 0 0 0.06 0 0 0.17 3 0.26 0 0 -0.13 0 0 0.44 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 0 0 -0.03 0 0 2 0 0 -0.04 0 0 3 0 0 -0.20 0 0 , , d_y2_d_x3 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0 -0.10 0 0 0.07 0 0 2 0 -0.11 0 0 0.06 0 0 3 0 0.00 0 0 0.00 0 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 0.13 0 0 0.17 0 2 0.21 0 0 0.16 0 3 0.29 0 0 0.46 0 , , d_y3_d_x3 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0 0 -0.08 0 0 0.03 0 2 0 0 -0.07 0 0 0.05 0 3 0 0 -0.01 0 0 -0.01 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 0 0.15 0 0 0.19 2 0 0.19 0 0 0.11 3 0 0.26 0 0 0.34 , , d_y1_d_x4 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 -0.06 0 0 0.03 0 0 -0.03 2 0.04 0 0 -0.05 0 0 -0.04 3 -0.14 0 0 0.06 0 0 -0.20 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 0 0 0.02 0 0 2 0 0 0.18 0 0 3 0 0 0.15 0 0 , , d_y2_d_x4 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0 -0.27 0 0 0.05 0 0 2 0 -0.15 0 0 0.08 0 0 3 0 -0.06 0 0 -0.06 0 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 0.17 0 0 0.54 0 2 0.16 0 0 0.30 0 3 0.46 0 0 0.94 0 , , d_y3_d_x4 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0 0 -0.15 0 0 -0.01 0 2 0 0 -0.07 0 0 0.06 0 3 0 0 -0.07 0 0 -0.08 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 0 0.19 0 0 0.41 2 0 0.11 0 0 0.20 3 0 0.34 0 0 0.61 > round( drop( attr( margEffUnc, "vcov" )[ nObs, , ] ), 2 ) d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 d_y1_d_x1 0 0.00 0.00 0.00 0.00 0.00 0 d_y2_d_x1 0 0.26 0.00 0.00 0.08 0.00 0 d_y3_d_x1 0 0.00 0.13 0.00 0.00 0.06 0 d_y1_d_x2 0 0.00 0.00 0.02 0.00 0.00 0 d_y2_d_x2 0 0.08 0.00 0.00 0.12 0.00 0 d_y3_d_x2 0 0.00 0.06 0.00 0.00 0.17 0 d_y1_d_x3 0 0.00 0.00 0.00 0.00 0.00 0 d_y2_d_x3 0 -0.11 0.00 0.00 -0.06 0.00 0 d_y3_d_x3 0 0.00 -0.06 0.00 0.00 -0.07 0 d_y1_d_x4 0 0.00 0.00 0.00 0.00 0.00 0 d_y2_d_x4 0 -0.20 0.00 0.00 -0.12 0.00 0 d_y3_d_x4 0 0.00 -0.10 0.00 0.00 -0.12 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 d_y1_d_x1 0.00 0.00 0 0.00 0.00 d_y2_d_x1 -0.11 0.00 0 -0.20 0.00 d_y3_d_x1 0.00 -0.06 0 0.00 -0.10 d_y1_d_x2 0.00 0.00 0 0.00 0.00 d_y2_d_x2 -0.06 0.00 0 -0.12 0.00 d_y3_d_x2 0.00 -0.07 0 0.00 -0.12 d_y1_d_x3 0.00 0.00 0 0.00 0.00 d_y2_d_x3 0.09 0.00 0 0.16 0.00 d_y3_d_x3 0.00 0.08 0 0.00 0.12 d_y1_d_x4 0.00 0.00 0 0.00 0.00 d_y2_d_x4 0.16 0.00 0 0.31 0.00 d_y3_d_x4 0.00 0.12 0 0.00 0.21 > print( summary( margEffUnc ), digits = c( 3, 3, 2, 2, 2 ) ) Estimate Std. error z value Pr(> z) 1: d_y1_d_x1 0.181 0.510 0.36 0.72 1: d_y2_d_x1 0.220 0.420 0.52 0.60 1: d_y3_d_x1 -0.122 0.290 -0.43 0.67 1: d_y1_d_x2 -0.129 0.280 -0.46 0.65 1: d_y2_d_x2 0.226 0.350 0.65 0.52 1: d_y3_d_x2 -0.241 0.330 -0.73 0.46 1: d_y1_d_x3 0.070 0.230 0.30 0.76 1: d_y2_d_x3 -0.400 0.360 -1.10 0.27 1: d_y3_d_x3 0.302 0.390 0.78 0.43 1: d_y1_d_x4 -0.040 0.150 -0.28 0.78 1: d_y2_d_x4 -0.533 0.740 -0.73 0.47 1: d_y3_d_x4 0.330 0.640 0.51 0.61 2: d_y1_d_x1 0.430 0.320 1.35 0.18 2: d_y2_d_x1 0.190 0.330 0.58 0.56 2: d_y3_d_x1 -0.132 0.250 -0.52 0.60 2: d_y1_d_x2 -0.374 0.390 -0.95 0.34 2: d_y2_d_x2 0.215 0.320 0.67 0.50 2: d_y3_d_x2 -0.249 0.310 -0.80 0.43 2: d_y1_d_x3 0.539 0.410 1.31 0.19 2: d_y2_d_x3 -0.366 0.460 -0.80 0.43 2: d_y3_d_x3 0.320 0.440 0.73 0.46 2: d_y1_d_x4 -0.308 0.430 -0.72 0.47 2: d_y2_d_x4 -0.488 0.550 -0.89 0.37 2: d_y3_d_x4 0.349 0.450 0.78 0.44 3: d_y1_d_x1 0.115 0.410 0.28 0.78 3: d_y2_d_x1 0.368 0.350 1.05 0.30 3: d_y3_d_x1 -0.203 0.350 -0.58 0.56 3: d_y1_d_x2 -0.315 0.420 -0.74 0.46 3: d_y2_d_x2 0.209 0.350 0.59 0.55 3: d_y3_d_x2 -0.242 0.360 -0.67 0.50 3: d_y1_d_x3 0.287 0.660 0.44 0.66 3: d_y2_d_x3 -0.348 0.540 -0.64 0.52 3: d_y3_d_x3 0.305 0.510 0.60 0.55 3: d_y1_d_x4 -0.164 0.380 -0.43 0.67 3: d_y2_d_x4 -0.464 0.970 -0.48 0.63 3: d_y3_d_x4 0.332 0.780 0.43 0.67 4: d_y1_d_x1 0.208 0.540 0.38 0.70 4: d_y2_d_x1 0.383 0.360 1.07 0.28 4: d_y3_d_x1 -0.229 0.360 -0.64 0.52 4: d_y1_d_x2 -0.374 0.340 -1.11 0.27 4: d_y2_d_x2 0.233 0.360 0.64 0.52 4: d_y3_d_x2 -0.269 0.360 -0.76 0.45 4: d_y1_d_x3 0.430 0.610 0.71 0.48 4: d_y2_d_x3 -0.429 0.440 -0.97 0.33 4: d_y3_d_x3 0.378 0.450 0.85 0.40 4: d_y1_d_x4 -0.246 0.370 -0.67 0.50 4: d_y2_d_x4 -0.572 0.780 -0.73 0.46 4: d_y3_d_x4 0.412 0.690 0.60 0.55 5: d_y1_d_x1 0.448 0.370 1.23 0.22 5: d_y2_d_x1 0.313 0.480 0.65 0.51 5: d_y3_d_x1 -0.209 0.420 -0.50 0.62 5: d_y1_d_x2 -0.383 0.350 -1.10 0.27 5: d_y2_d_x2 0.234 0.370 0.64 0.52 5: d_y3_d_x2 -0.271 0.360 -0.76 0.45 5: d_y1_d_x3 0.501 0.630 0.79 0.43 5: d_y2_d_x3 -0.472 0.460 -1.03 0.30 5: d_y3_d_x3 0.430 0.470 0.92 0.36 5: d_y1_d_x4 -0.286 0.510 -0.56 0.58 5: d_y2_d_x4 -0.630 0.350 -1.81 0.07 . 5: d_y3_d_x4 0.469 0.350 1.36 0.18 6: d_y1_d_x1 0.027 0.150 0.17 0.86 6: d_y2_d_x1 0.151 0.460 0.33 0.74 6: d_y3_d_x1 -0.076 0.270 -0.28 0.78 6: d_y1_d_x2 -0.153 0.460 -0.33 0.74 6: d_y2_d_x2 0.066 0.250 0.27 0.79 6: d_y3_d_x2 -0.096 0.320 -0.30 0.77 6: d_y1_d_x3 0.090 0.390 0.23 0.82 6: d_y2_d_x3 -0.075 0.330 -0.23 0.82 6: d_y3_d_x3 0.082 0.330 0.25 0.80 6: d_y1_d_x4 -0.051 0.240 -0.22 0.83 6: d_y2_d_x4 -0.101 0.510 -0.20 0.84 6: d_y3_d_x4 0.090 0.440 0.20 0.84 7: d_y1_d_x1 0.256 0.460 0.56 0.57 7: d_y2_d_x1 0.157 0.440 0.36 0.72 7: d_y3_d_x1 -0.133 0.380 -0.35 0.73 7: d_y1_d_x2 -0.039 0.160 -0.23 0.81 7: d_y2_d_x2 0.118 0.360 0.33 0.74 7: d_y3_d_x2 -0.147 0.400 -0.36 0.72 7: d_y1_d_x3 0.125 0.400 0.31 0.76 7: d_y2_d_x3 -0.322 0.520 -0.62 0.54 7: d_y3_d_x3 0.322 0.470 0.69 0.49 7: d_y1_d_x4 -0.071 0.290 -0.25 0.80 7: d_y2_d_x4 -0.429 0.740 -0.58 0.56 7: d_y3_d_x4 0.351 0.550 0.64 0.52 8: d_y1_d_x1 0.132 0.200 0.66 0.51 8: d_y2_d_x1 0.377 0.390 0.98 0.33 8: d_y3_d_x1 -0.226 0.400 -0.56 0.58 8: d_y1_d_x2 -0.331 0.430 -0.76 0.45 8: d_y2_d_x2 0.219 0.410 0.54 0.59 8: d_y3_d_x2 -0.266 0.400 -0.66 0.51 8: d_y1_d_x3 0.317 0.380 0.83 0.40 8: d_y2_d_x3 -0.379 0.380 -1.00 0.32 8: d_y3_d_x3 0.368 0.370 0.99 0.32 8: d_y1_d_x4 -0.181 0.290 -0.62 0.53 8: d_y2_d_x4 -0.505 0.490 -1.04 0.30 8: d_y3_d_x4 0.401 0.420 0.95 0.34 9: d_y1_d_x1 0.303 0.600 0.50 0.61 9: d_y2_d_x1 0.030 0.120 0.25 0.80 9: d_y3_d_x1 -0.027 0.100 -0.26 0.80 9: d_y1_d_x2 -0.231 0.360 -0.63 0.53 9: d_y2_d_x2 0.073 0.180 0.40 0.69 9: d_y3_d_x2 -0.097 0.230 -0.43 0.67 9: d_y1_d_x3 0.168 0.420 0.40 0.69 9: d_y2_d_x3 -0.086 0.250 -0.34 0.74 9: d_y3_d_x3 0.084 0.240 0.35 0.73 9: d_y1_d_x4 -0.096 0.320 -0.30 0.76 9: d_y2_d_x4 -0.114 0.380 -0.30 0.77 9: d_y3_d_x4 0.092 0.300 0.30 0.76 10: d_y1_d_x1 0.002 0.010 0.19 0.85 10: d_y2_d_x1 0.243 0.510 0.48 0.63 10: d_y3_d_x1 -0.128 0.370 -0.35 0.73 10: d_y1_d_x2 -0.029 0.130 -0.23 0.82 10: d_y2_d_x2 0.118 0.350 0.34 0.74 10: d_y3_d_x2 -0.158 0.410 -0.39 0.70 10: d_y1_d_x3 0.009 0.040 0.24 0.81 10: d_y2_d_x3 -0.156 0.300 -0.52 0.60 10: d_y3_d_x3 0.160 0.280 0.57 0.57 10: d_y1_d_x4 -0.005 0.020 -0.22 0.83 10: d_y2_d_x4 -0.209 0.560 -0.37 0.71 10: d_y3_d_x4 0.174 0.460 0.38 0.71 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 > margEffUncA <- mvProbitMargEff( ~ x1 + x2 + x3 + x4, coef = allCoef, + data = as.data.frame( xMat ), vcov = diag( 18 ) ) > all.equal( margEffUnc, margEffUncA ) [1] TRUE > # now with explicitly specifying dummy variables > margEffUncD <- mvProbitMargEff( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), vcov = diag( 18 ), + dummyVar = c( "x1", "x2" ) ) > all.equal( margEffUncD, margEffUnc ) [1] TRUE > # now with seemingly no dummy variables > margEffUncD0 <- mvProbitMargEff( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), vcov = diag( 18 ), + dummyVar = NULL ) > print( summary( margEffUncD0 ), digits = c( 3, 3, 2, 2, 2 ) ) Estimate Std. error z value Pr(> z) 1: d_y1_d_x1 0.060 0.230 0.26 0.79 1: d_y2_d_x1 0.333 0.490 0.68 0.50 1: d_y3_d_x1 -0.165 0.380 -0.44 0.66 1: d_y1_d_x2 -0.050 0.160 -0.31 0.76 1: d_y2_d_x2 0.200 0.280 0.71 0.48 1: d_y3_d_x2 -0.192 0.280 -0.70 0.48 1: d_y1_d_x3 0.070 0.230 0.30 0.76 1: d_y2_d_x3 -0.400 0.360 -1.10 0.27 1: d_y3_d_x3 0.302 0.390 0.78 0.43 1: d_y1_d_x4 -0.040 0.150 -0.28 0.78 1: d_y2_d_x4 -0.533 0.740 -0.73 0.47 1: d_y3_d_x4 0.330 0.640 0.51 0.61 2: d_y1_d_x1 0.462 0.430 1.09 0.28 2: d_y2_d_x1 0.305 0.450 0.68 0.50 2: d_y3_d_x1 -0.175 0.350 -0.49 0.62 2: d_y1_d_x2 -0.385 0.300 -1.27 0.20 2: d_y2_d_x2 0.183 0.220 0.82 0.41 2: d_y3_d_x2 -0.204 0.220 -0.95 0.34 2: d_y1_d_x3 0.539 0.410 1.31 0.19 2: d_y2_d_x3 -0.366 0.460 -0.80 0.43 2: d_y3_d_x3 0.320 0.440 0.73 0.46 2: d_y1_d_x4 -0.308 0.430 -0.72 0.47 2: d_y2_d_x4 -0.488 0.550 -0.89 0.37 2: d_y3_d_x4 0.349 0.450 0.78 0.44 3: d_y1_d_x1 0.246 0.740 0.33 0.74 3: d_y2_d_x1 0.290 0.460 0.63 0.53 3: d_y3_d_x1 -0.166 0.310 -0.54 0.59 3: d_y1_d_x2 -0.205 0.470 -0.44 0.66 3: d_y2_d_x2 0.174 0.310 0.56 0.58 3: d_y3_d_x2 -0.194 0.340 -0.56 0.57 3: d_y1_d_x3 0.287 0.660 0.44 0.66 3: d_y2_d_x3 -0.348 0.540 -0.64 0.52 3: d_y3_d_x3 0.305 0.510 0.60 0.55 3: d_y1_d_x4 -0.164 0.380 -0.43 0.67 3: d_y2_d_x4 -0.464 0.970 -0.48 0.63 3: d_y3_d_x4 0.332 0.780 0.43 0.67 4: d_y1_d_x1 0.369 0.750 0.49 0.62 4: d_y2_d_x1 0.357 0.360 1.00 0.32 4: d_y3_d_x1 -0.206 0.310 -0.67 0.50 4: d_y1_d_x2 -0.307 0.410 -0.74 0.46 4: d_y2_d_x2 0.214 0.320 0.68 0.50 4: d_y3_d_x2 -0.240 0.320 -0.75 0.45 4: d_y1_d_x3 0.430 0.610 0.71 0.48 4: d_y2_d_x3 -0.429 0.440 -0.97 0.33 4: d_y3_d_x3 0.378 0.450 0.85 0.40 4: d_y1_d_x4 -0.246 0.370 -0.67 0.50 4: d_y2_d_x4 -0.572 0.780 -0.73 0.46 4: d_y3_d_x4 0.412 0.690 0.60 0.55 5: d_y1_d_x1 0.429 0.330 1.31 0.19 5: d_y2_d_x1 0.394 0.470 0.84 0.40 5: d_y3_d_x1 -0.235 0.440 -0.53 0.60 5: d_y1_d_x2 -0.358 0.460 -0.77 0.44 5: d_y2_d_x2 0.236 0.400 0.59 0.55 5: d_y3_d_x2 -0.274 0.400 -0.68 0.50 5: d_y1_d_x3 0.501 0.630 0.79 0.43 5: d_y2_d_x3 -0.472 0.460 -1.03 0.30 5: d_y3_d_x3 0.430 0.470 0.92 0.36 5: d_y1_d_x4 -0.286 0.510 -0.56 0.58 5: d_y2_d_x4 -0.630 0.350 -1.81 0.07 . 5: d_y3_d_x4 0.469 0.350 1.36 0.18 6: d_y1_d_x1 0.077 0.400 0.19 0.85 6: d_y2_d_x1 0.063 0.280 0.22 0.83 6: d_y3_d_x1 -0.045 0.190 -0.24 0.81 6: d_y1_d_x2 -0.064 0.290 -0.22 0.82 6: d_y2_d_x2 0.038 0.170 0.23 0.82 6: d_y3_d_x2 -0.052 0.220 -0.24 0.81 6: d_y1_d_x3 0.090 0.390 0.23 0.82 6: d_y2_d_x3 -0.075 0.330 -0.23 0.82 6: d_y3_d_x3 0.082 0.330 0.25 0.80 6: d_y1_d_x4 -0.051 0.240 -0.22 0.83 6: d_y2_d_x4 -0.101 0.510 -0.20 0.84 6: d_y3_d_x4 0.090 0.440 0.20 0.84 7: d_y1_d_x1 0.107 0.340 0.32 0.75 7: d_y2_d_x1 0.268 0.650 0.41 0.68 7: d_y3_d_x1 -0.176 0.490 -0.36 0.72 7: d_y1_d_x2 -0.089 0.360 -0.25 0.81 7: d_y2_d_x2 0.161 0.480 0.33 0.74 7: d_y3_d_x2 -0.205 0.530 -0.38 0.70 7: d_y1_d_x3 0.125 0.400 0.31 0.76 7: d_y2_d_x3 -0.322 0.520 -0.62 0.54 7: d_y3_d_x3 0.322 0.470 0.69 0.49 7: d_y1_d_x4 -0.071 0.290 -0.25 0.80 7: d_y2_d_x4 -0.429 0.740 -0.58 0.56 7: d_y3_d_x4 0.351 0.550 0.64 0.52 8: d_y1_d_x1 0.272 0.370 0.73 0.46 8: d_y2_d_x1 0.316 0.380 0.82 0.41 8: d_y3_d_x1 -0.201 0.360 -0.56 0.57 8: d_y1_d_x2 -0.226 0.330 -0.68 0.50 8: d_y2_d_x2 0.189 0.340 0.55 0.58 8: d_y3_d_x2 -0.234 0.360 -0.64 0.52 8: d_y1_d_x3 0.317 0.380 0.83 0.40 8: d_y2_d_x3 -0.379 0.380 -1.00 0.32 8: d_y3_d_x3 0.368 0.370 0.99 0.32 8: d_y1_d_x4 -0.181 0.290 -0.62 0.53 8: d_y2_d_x4 -0.505 0.490 -1.04 0.30 8: d_y3_d_x4 0.401 0.420 0.95 0.34 9: d_y1_d_x1 0.144 0.430 0.34 0.74 9: d_y2_d_x1 0.071 0.250 0.28 0.78 9: d_y3_d_x1 -0.046 0.170 -0.27 0.79 9: d_y1_d_x2 -0.120 0.300 -0.41 0.68 9: d_y2_d_x2 0.043 0.120 0.35 0.73 9: d_y3_d_x2 -0.053 0.150 -0.35 0.72 9: d_y1_d_x3 0.168 0.420 0.40 0.69 9: d_y2_d_x3 -0.086 0.250 -0.34 0.74 9: d_y3_d_x3 0.084 0.240 0.35 0.73 9: d_y1_d_x4 -0.096 0.320 -0.30 0.76 9: d_y2_d_x4 -0.114 0.380 -0.30 0.77 9: d_y3_d_x4 0.092 0.300 0.30 0.76 10: d_y1_d_x1 0.008 0.040 0.21 0.83 10: d_y2_d_x1 0.130 0.350 0.38 0.71 10: d_y3_d_x1 -0.087 0.250 -0.35 0.73 10: d_y1_d_x2 -0.007 0.030 -0.21 0.84 10: d_y2_d_x2 0.078 0.230 0.34 0.74 10: d_y3_d_x2 -0.102 0.280 -0.36 0.72 10: d_y1_d_x3 0.009 0.040 0.24 0.81 10: d_y2_d_x3 -0.156 0.300 -0.52 0.60 10: d_y3_d_x3 0.160 0.280 0.57 0.57 10: d_y1_d_x4 -0.005 0.020 -0.22 0.83 10: d_y2_d_x4 -0.209 0.560 -0.37 0.71 10: d_y3_d_x4 0.174 0.460 0.38 0.71 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 > # now with seemingly only dummy variables > margEffUncDA <- mvProbitMargEff( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), vcov = diag( 18 ), + dummyVar = c( "x1", "x2", "x3", "x4" ) ) > print( summary( margEffUncDA ), digits = c( 3, 3, 2, 2, 2 ) ) Estimate Std. error z value Pr(> z) 1: d_y1_d_x1 0.181 0.510 0.36 0.72 1: d_y2_d_x1 0.220 0.420 0.52 0.60 1: d_y3_d_x1 -0.122 0.290 -0.43 0.67 1: d_y1_d_x2 -0.129 0.280 -0.46 0.65 1: d_y2_d_x2 0.226 0.350 0.65 0.52 1: d_y3_d_x2 -0.241 0.330 -0.73 0.46 1: d_y1_d_x3 0.511 0.290 1.74 0.08 . 1: d_y2_d_x3 -0.218 0.370 -0.58 0.56 1: d_y3_d_x3 0.299 0.370 0.80 0.42 1: d_y1_d_x4 -0.039 0.140 -0.28 0.78 1: d_y2_d_x4 -0.525 0.520 -1.00 0.32 1: d_y3_d_x4 0.346 0.580 0.60 0.55 2: d_y1_d_x1 0.430 0.320 1.35 0.18 2: d_y2_d_x1 0.190 0.330 0.58 0.56 2: d_y3_d_x1 -0.132 0.250 -0.52 0.60 2: d_y1_d_x2 -0.374 0.390 -0.95 0.34 2: d_y2_d_x2 0.215 0.320 0.67 0.50 2: d_y3_d_x2 -0.249 0.310 -0.80 0.43 2: d_y1_d_x3 0.410 0.400 1.03 0.30 2: d_y2_d_x3 -0.448 0.310 -1.42 0.15 2: d_y3_d_x3 0.418 0.340 1.22 0.22 2: d_y1_d_x4 -0.211 0.310 -0.68 0.50 2: d_y2_d_x4 -0.513 0.360 -1.43 0.15 2: d_y3_d_x4 0.446 0.310 1.43 0.15 3: d_y1_d_x1 0.115 0.410 0.28 0.78 3: d_y2_d_x1 0.368 0.350 1.05 0.30 3: d_y3_d_x1 -0.203 0.350 -0.58 0.56 3: d_y1_d_x2 -0.315 0.420 -0.74 0.46 3: d_y2_d_x2 0.209 0.350 0.59 0.55 3: d_y3_d_x2 -0.242 0.360 -0.67 0.50 3: d_y1_d_x3 0.342 0.570 0.60 0.55 3: d_y2_d_x3 -0.281 0.510 -0.55 0.58 3: d_y3_d_x3 0.307 0.470 0.65 0.52 3: d_y1_d_x4 -0.223 0.400 -0.56 0.58 3: d_y2_d_x4 -0.251 0.680 -0.37 0.71 3: d_y3_d_x4 0.206 0.580 0.36 0.72 4: d_y1_d_x1 0.208 0.540 0.38 0.70 4: d_y2_d_x1 0.383 0.360 1.07 0.28 4: d_y3_d_x1 -0.229 0.360 -0.64 0.52 4: d_y1_d_x2 -0.374 0.340 -1.11 0.27 4: d_y2_d_x2 0.233 0.360 0.64 0.52 4: d_y3_d_x2 -0.269 0.360 -0.76 0.45 4: d_y1_d_x3 0.338 0.570 0.60 0.55 4: d_y2_d_x3 -0.288 0.510 -0.56 0.57 4: d_y3_d_x3 0.312 0.470 0.67 0.51 4: d_y1_d_x4 -0.286 0.360 -0.80 0.42 4: d_y2_d_x4 -0.361 0.710 -0.51 0.61 4: d_y3_d_x4 0.289 0.610 0.48 0.63 5: d_y1_d_x1 0.448 0.370 1.23 0.22 5: d_y2_d_x1 0.313 0.480 0.65 0.51 5: d_y3_d_x1 -0.209 0.420 -0.50 0.62 5: d_y1_d_x2 -0.383 0.350 -1.10 0.27 5: d_y2_d_x2 0.234 0.370 0.64 0.52 5: d_y3_d_x2 -0.271 0.360 -0.76 0.45 5: d_y1_d_x3 0.087 0.250 0.35 0.73 5: d_y2_d_x3 -0.163 0.360 -0.45 0.65 5: d_y3_d_x3 0.164 0.350 0.46 0.64 5: d_y1_d_x4 -0.242 0.460 -0.53 0.60 5: d_y2_d_x4 -0.549 0.430 -1.27 0.20 5: d_y3_d_x4 0.445 0.380 1.16 0.25 6: d_y1_d_x1 0.027 0.150 0.17 0.86 6: d_y2_d_x1 0.151 0.460 0.33 0.74 6: d_y3_d_x1 -0.076 0.270 -0.28 0.78 6: d_y1_d_x2 -0.153 0.460 -0.33 0.74 6: d_y2_d_x2 0.066 0.250 0.27 0.79 6: d_y3_d_x2 -0.096 0.320 -0.30 0.77 6: d_y1_d_x3 0.294 0.540 0.54 0.59 6: d_y2_d_x3 -0.363 0.450 -0.80 0.42 6: d_y3_d_x3 0.359 0.410 0.88 0.38 6: d_y1_d_x4 -0.071 0.290 -0.25 0.81 6: d_y2_d_x4 -0.076 0.370 -0.21 0.84 6: d_y3_d_x4 0.069 0.340 0.20 0.84 7: d_y1_d_x1 0.256 0.460 0.56 0.57 7: d_y2_d_x1 0.157 0.440 0.36 0.72 7: d_y3_d_x1 -0.133 0.380 -0.35 0.73 7: d_y1_d_x2 -0.039 0.160 -0.23 0.81 7: d_y2_d_x2 0.118 0.360 0.33 0.74 7: d_y3_d_x2 -0.147 0.400 -0.36 0.72 7: d_y1_d_x3 0.264 0.520 0.51 0.61 7: d_y2_d_x3 -0.407 0.390 -1.05 0.29 7: d_y3_d_x3 0.386 0.360 1.06 0.29 7: d_y1_d_x4 -0.070 0.270 -0.25 0.80 7: d_y2_d_x4 -0.444 0.570 -0.78 0.43 7: d_y3_d_x4 0.358 0.470 0.76 0.45 8: d_y1_d_x1 0.132 0.200 0.66 0.51 8: d_y2_d_x1 0.377 0.390 0.98 0.33 8: d_y3_d_x1 -0.226 0.400 -0.56 0.58 8: d_y1_d_x2 -0.331 0.430 -0.76 0.45 8: d_y2_d_x2 0.219 0.410 0.54 0.59 8: d_y3_d_x2 -0.266 0.400 -0.66 0.51 8: d_y1_d_x3 0.186 0.250 0.75 0.46 8: d_y2_d_x3 -0.264 0.280 -0.96 0.34 8: d_y3_d_x3 0.272 0.270 1.00 0.32 8: d_y1_d_x4 -0.260 0.420 -0.62 0.53 8: d_y2_d_x4 -0.208 0.270 -0.76 0.45 8: d_y3_d_x4 0.221 0.260 0.84 0.40 9: d_y1_d_x1 0.303 0.600 0.50 0.61 9: d_y2_d_x1 0.030 0.120 0.25 0.80 9: d_y3_d_x1 -0.027 0.100 -0.26 0.80 9: d_y1_d_x2 -0.231 0.360 -0.63 0.53 9: d_y2_d_x2 0.073 0.180 0.40 0.69 9: d_y3_d_x2 -0.097 0.230 -0.43 0.67 9: d_y1_d_x3 0.408 0.400 1.02 0.31 9: d_y2_d_x3 -0.449 0.320 -1.42 0.16 9: d_y3_d_x3 0.418 0.350 1.21 0.23 9: d_y1_d_x4 -0.032 0.120 -0.26 0.79 9: d_y2_d_x4 -0.507 0.570 -0.89 0.38 9: d_y3_d_x4 0.327 0.590 0.55 0.58 10: d_y1_d_x1 0.002 0.010 0.19 0.85 10: d_y2_d_x1 0.243 0.510 0.48 0.63 10: d_y3_d_x1 -0.128 0.370 -0.35 0.73 10: d_y1_d_x2 -0.029 0.130 -0.23 0.82 10: d_y2_d_x2 0.118 0.350 0.34 0.74 10: d_y3_d_x2 -0.158 0.410 -0.39 0.70 10: d_y1_d_x3 0.129 0.210 0.60 0.55 10: d_y2_d_x3 -0.387 0.290 -1.32 0.19 10: d_y3_d_x3 0.356 0.290 1.22 0.22 10: d_y1_d_x4 -0.034 0.140 -0.24 0.81 10: d_y2_d_x4 -0.018 0.070 -0.25 0.80 10: d_y3_d_x4 0.029 0.100 0.28 0.78 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 > # now with mean values of the marginal effects > margEffUncM <- mvProbitMargEff( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), vcov = diag( 18 ), + addMean = TRUE ) > all.equal( margEffUnc, margEffUncM[ 1:nObs, ], check.attributes = FALSE ) [1] TRUE > round( margEffUncM[ nObs:(nObs+1), ], 3 ) d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 10 0.002 0.243 -0.128 -0.029 0.118 -0.158 0.009 mean 0.210 0.243 -0.148 -0.236 0.171 -0.204 0.254 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 10 -0.156 0.160 -0.005 -0.209 0.174 mean -0.303 0.275 -0.145 -0.404 0.300 > all.equal( attr( margEffUnc, "vcov" ), + attr( margEffUncM, "vcov" )[ 1:nObs, , ] ) [1] TRUE > round( attr( margEffUncM, "vcov" )[ nObs:(nObs+1), , ], 2 ) , , d_y1_d_x1 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 10 0.00 0 0 0.00 0 0 0.00 mean 0.06 0 0 -0.01 0 0 0.01 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 10 0 0 0.00 0 0 mean 0 0 -0.01 0 0 , , d_y2_d_x1 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 10 0 0.26 0 0 0.08 0 0 mean 0 0.07 0 0 -0.01 0 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 10 -0.11 0 0 -0.20 0 mean 0.01 0 0 -0.03 0 , , d_y3_d_x1 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 10 0 0 0.13 0 0 0.06 0 mean 0 0 0.07 0 0 -0.01 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 10 0 -0.06 0 0 -0.10 mean 0 0.01 0 0 -0.02 , , d_y1_d_x2 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 10 0.00 0 0 0.02 0 0 0.00 mean -0.01 0 0 0.06 0 0 0.02 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 10 0 0 0.00 0 0 mean 0 0 -0.01 0 0 , , d_y2_d_x2 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 10 0 0.08 0 0 0.12 0 0 mean 0 -0.01 0 0 0.08 0 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 10 -0.06 0 0 -0.12 0 mean 0.03 0 0 0.01 0 , , d_y3_d_x2 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 10 0 0 0.06 0 0 0.17 0 mean 0 0 -0.01 0 0 0.09 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 10 0 -0.07 0 0 -0.12 mean 0 0.03 0 0 0.00 , , d_y1_d_x3 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 10 0.00 0 0 0.00 0 0 0.00 mean 0.01 0 0 0.02 0 0 0.02 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 10 0 0 0 0 0 mean 0 0 0 0 0 , , d_y2_d_x3 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 10 0 -0.11 0 0 -0.06 0 0 mean 0 0.01 0 0 0.03 0 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 10 0.09 0 0 0.16 0 mean 0.02 0 0 0.01 0 , , d_y3_d_x3 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 10 0 0 -0.06 0 0 -0.07 0 mean 0 0 0.01 0 0 0.03 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 10 0 0.08 0 0 0.12 mean 0 0.02 0 0 0.01 , , d_y1_d_x4 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 10 0.00 0 0 0.00 0 0 0 mean -0.01 0 0 -0.01 0 0 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 10 0 0 0.00 0 0 mean 0 0 0.04 0 0 , , d_y2_d_x4 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 10 0 -0.20 0 0 -0.12 0 0 mean 0 -0.03 0 0 0.01 0 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 10 0.16 0 0 0.31 0 mean 0.01 0 0 0.17 0 , , d_y3_d_x4 d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 10 0 0 -0.10 0 0 -0.12 0 mean 0 0 -0.02 0 0 0.00 0 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 10 0 0.12 0 0 0.21 mean 0 0.01 0 0 0.14 > round( drop( attr( margEffUncM, "vcov" )[ nObs+1, , ] ), 2 ) d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 d_y1_d_x1 0.06 0.00 0.00 -0.01 0.00 0.00 0.01 d_y2_d_x1 0.00 0.07 0.00 0.00 -0.01 0.00 0.00 d_y3_d_x1 0.00 0.00 0.07 0.00 0.00 -0.01 0.00 d_y1_d_x2 -0.01 0.00 0.00 0.06 0.00 0.00 0.02 d_y2_d_x2 0.00 -0.01 0.00 0.00 0.08 0.00 0.00 d_y3_d_x2 0.00 0.00 -0.01 0.00 0.00 0.09 0.00 d_y1_d_x3 0.01 0.00 0.00 0.02 0.00 0.00 0.02 d_y2_d_x3 0.00 0.01 0.00 0.00 0.03 0.00 0.00 d_y3_d_x3 0.00 0.00 0.01 0.00 0.00 0.03 0.00 d_y1_d_x4 -0.01 0.00 0.00 -0.01 0.00 0.00 0.00 d_y2_d_x4 0.00 -0.03 0.00 0.00 0.01 0.00 0.00 d_y3_d_x4 0.00 0.00 -0.02 0.00 0.00 0.00 0.00 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 d_y1_d_x1 0.00 0.00 -0.01 0.00 0.00 d_y2_d_x1 0.01 0.00 0.00 -0.03 0.00 d_y3_d_x1 0.00 0.01 0.00 0.00 -0.02 d_y1_d_x2 0.00 0.00 -0.01 0.00 0.00 d_y2_d_x2 0.03 0.00 0.00 0.01 0.00 d_y3_d_x2 0.00 0.03 0.00 0.00 0.00 d_y1_d_x3 0.00 0.00 0.00 0.00 0.00 d_y2_d_x3 0.02 0.00 0.00 0.01 0.00 d_y3_d_x3 0.00 0.02 0.00 0.00 0.01 d_y1_d_x4 0.00 0.00 0.04 0.00 0.00 d_y2_d_x4 0.01 0.00 0.00 0.17 0.00 d_y3_d_x4 0.00 0.01 0.00 0.00 0.14 > all.equal( summary( margEffUnc )[ , ], + summary( margEffUncM )[ 1:( 12 * nObs ), ], check.attributes = FALSE ) [1] TRUE > printCoefmat( round( + summary( margEffUncM )[ -( 1:( 12 * (nObs-1) ) ), ], + digits = 3 ), digits = 3 ) Estimate Std. error z value Pr(> z) 10: d_y1_d_x1 0.002 0.011 0.19 0.847 10: d_y2_d_x1 0.243 0.509 0.48 0.633 10: d_y3_d_x1 -0.128 0.366 -0.35 0.726 10: d_y1_d_x2 -0.029 0.127 -0.23 0.818 10: d_y2_d_x2 0.118 0.349 0.34 0.736 10: d_y3_d_x2 -0.158 0.407 -0.39 0.699 10: d_y1_d_x3 0.009 0.039 0.24 0.812 10: d_y2_d_x3 -0.156 0.299 -0.52 0.601 10: d_y3_d_x3 0.160 0.280 0.57 0.569 10: d_y1_d_x4 -0.005 0.025 -0.22 0.827 10: d_y2_d_x4 -0.209 0.559 -0.37 0.709 10: d_y3_d_x4 0.174 0.464 0.38 0.707 mean: d_y1_d_x1 0.210 0.248 0.85 0.397 mean: d_y2_d_x1 0.243 0.264 0.92 0.357 mean: d_y3_d_x1 -0.148 0.256 -0.58 0.562 mean: d_y1_d_x2 -0.236 0.248 -0.95 0.342 mean: d_y2_d_x2 0.171 0.286 0.60 0.549 mean: d_y3_d_x2 -0.204 0.292 -0.70 0.486 mean: d_y1_d_x3 0.254 0.141 1.80 0.072 . mean: d_y2_d_x3 -0.303 0.145 -2.09 0.036 * mean: d_y3_d_x3 0.275 0.151 1.83 0.068 . mean: d_y1_d_x4 -0.145 0.197 -0.74 0.461 mean: d_y2_d_x4 -0.404 0.407 -0.99 0.321 mean: d_y3_d_x4 0.300 0.368 0.82 0.415 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 > > # for testing state of random number generator > rnorm( 4 ) [1] -0.5075 -0.4008 0.9871 -1.2228 > > # calculating marginal effects, conditional > # (assuming that all other dependent variables are one) > margEffCond <- mvProbitMargEff( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE, + algorithm = GenzBretz() ) > round( margEffCond, 3 ) d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0.412 0.118 -0.360 -0.229 0.246 -0.126 0.177 2 0.307 0.165 -0.221 -0.251 0.236 -0.173 0.471 3 0.267 0.227 -0.383 -0.358 0.230 -0.148 0.441 4 0.374 0.276 -0.356 -0.347 0.264 -0.156 0.520 5 0.439 0.271 -0.262 -0.321 0.263 -0.163 0.330 6 0.133 0.051 -0.384 -0.272 0.060 -0.110 0.254 7 0.119 0.145 -0.160 -0.009 0.113 -0.155 0.036 8 0.048 0.350 -0.234 -0.203 0.240 -0.177 0.147 9 0.549 0.018 -0.116 -0.323 0.074 -0.103 0.361 10 0.000 0.232 -0.130 -0.006 0.111 -0.166 0.001 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 -0.352 0.223 -0.147 -0.329 0.604 2 -0.391 0.242 -0.401 -0.405 0.497 3 -0.337 0.235 -0.380 -0.325 0.572 4 -0.451 0.244 -0.414 -0.449 0.567 5 -0.505 0.279 -0.224 -0.568 0.488 6 -0.052 0.158 -0.278 -0.048 0.386 7 -0.310 0.298 -0.022 -0.399 0.357 8 -0.386 0.284 -0.091 -0.467 0.407 9 -0.071 0.142 -0.393 -0.066 0.334 10 -0.149 0.185 -0.001 -0.199 0.199 > margEffCondA <- mvProbitMargEff( ~ x1 + x2 + x3 + x4, coef = allCoef, + data = as.data.frame( xMat ), cond = TRUE, + algorithm = GenzBretz() ) > all.equal( margEffCond, margEffCondA ) [1] TRUE > # now with dummy variables specified explicitly > margEffCondD <- mvProbitMargEff( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE, + dummyVars = c( "x1", "x2" ), algorithm = GenzBretz() ) > all.equal( margEffCondD, margEffCond ) [1] TRUE > # now with seemingly no dummy variables > margEffCondD0 <- mvProbitMargEff( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE, + dummyVars = NULL, algorithm = GenzBretz() ) > round( margEffCondD0, 3 ) d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0.188 0.171 -0.423 -0.126 0.188 -0.129 0.177 2 0.510 0.225 -0.326 -0.335 0.204 -0.147 0.471 3 0.482 0.173 -0.392 -0.315 0.179 -0.138 0.441 4 0.539 0.243 -0.384 -0.369 0.238 -0.146 0.520 5 0.308 0.329 -0.304 -0.231 0.261 -0.175 0.330 6 0.329 0.025 -0.266 -0.186 0.028 -0.091 0.254 7 0.031 0.247 -0.187 -0.025 0.155 -0.192 0.036 8 0.130 0.281 -0.234 -0.103 0.196 -0.181 0.147 9 0.466 0.035 -0.229 -0.265 0.038 -0.082 0.361 10 0.001 0.125 -0.097 -0.001 0.074 -0.120 0.001 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 -0.352 0.223 -0.147 -0.329 0.604 2 -0.391 0.242 -0.401 -0.405 0.497 3 -0.337 0.235 -0.380 -0.325 0.572 4 -0.451 0.244 -0.414 -0.449 0.567 5 -0.505 0.279 -0.224 -0.568 0.488 6 -0.052 0.158 -0.278 -0.048 0.386 7 -0.310 0.298 -0.022 -0.399 0.357 8 -0.386 0.284 -0.091 -0.467 0.407 9 -0.071 0.142 -0.393 -0.066 0.334 10 -0.149 0.185 -0.001 -0.199 0.199 > # now with seemingly only dummy variables > margEffCondDA <- mvProbitMargEff( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE, + dummyVars = c( "x1", "x2", "x3", "x4" ), algorithm = GenzBretz() ) > round( margEffCondDA, 3 ) d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0.412 0.118 -0.360 -0.229 0.246 -0.126 0.432 2 0.307 0.165 -0.221 -0.251 0.236 -0.173 0.224 3 0.267 0.227 -0.383 -0.358 0.230 -0.148 0.188 4 0.374 0.276 -0.356 -0.347 0.264 -0.156 0.184 5 0.439 0.271 -0.262 -0.321 0.263 -0.163 0.027 6 0.133 0.051 -0.384 -0.272 0.060 -0.110 0.142 7 0.119 0.145 -0.160 -0.009 0.113 -0.155 0.115 8 0.048 0.350 -0.234 -0.203 0.240 -0.177 0.074 9 0.549 0.018 -0.116 -0.323 0.074 -0.103 0.221 10 0.000 0.232 -0.130 -0.006 0.111 -0.166 0.041 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 -0.269 0.163 -0.142 -0.358 0.544 2 -0.462 0.308 -0.328 -0.490 0.435 3 -0.298 0.232 -0.447 -0.183 0.404 4 -0.304 0.237 -0.412 -0.294 0.443 5 -0.161 0.172 -0.165 -0.508 0.472 6 -0.369 0.284 -0.354 -0.037 0.290 7 -0.406 0.312 -0.021 -0.416 0.360 8 -0.264 0.241 -0.146 -0.205 0.233 9 -0.462 0.309 -0.127 -0.330 0.549 10 -0.374 0.320 -0.004 -0.017 0.047 > # now with integrals obtained by the Miwa algorithm, reduced precision > margEffCond1 <- mvProbitMargEff( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE, + algorithm = Miwa( steps = 32 ) ) > round( margEffCond1, 3 ) d_y1_d_x1 d_y2_d_x1 d_y3_d_x1 d_y1_d_x2 d_y2_d_x2 d_y3_d_x2 d_y1_d_x3 1 0.412 0.117 -0.360 -0.229 0.246 -0.126 0.177 2 0.307 0.165 -0.221 -0.251 0.236 -0.173 0.471 3 0.267 0.228 -0.384 -0.358 0.230 -0.148 0.441 4 0.374 0.276 -0.356 -0.347 0.264 -0.156 0.520 5 0.439 0.271 -0.262 -0.320 0.263 -0.163 0.330 6 0.133 0.051 -0.384 -0.271 0.060 -0.110 0.254 7 0.119 0.145 -0.160 -0.009 0.113 -0.155 0.036 8 0.048 0.350 -0.234 -0.203 0.240 -0.177 0.147 9 0.549 0.018 -0.116 -0.323 0.074 -0.103 0.361 10 0.000 0.232 -0.130 -0.006 0.111 -0.166 0.001 d_y2_d_x3 d_y3_d_x3 d_y1_d_x4 d_y2_d_x4 d_y3_d_x4 1 -0.352 0.223 -0.147 -0.329 0.604 2 -0.391 0.242 -0.401 -0.405 0.497 3 -0.337 0.235 -0.380 -0.325 0.572 4 -0.451 0.244 -0.414 -0.449 0.568 5 -0.505 0.279 -0.224 -0.568 0.488 6 -0.052 0.158 -0.278 -0.048 0.386 7 -0.310 0.298 -0.022 -0.399 0.357 8 -0.386 0.284 -0.091 -0.467 0.407 9 -0.071 0.142 -0.393 -0.066 0.334 10 -0.149 0.185 -0.001 -0.199 0.199 > all.equal( margEffCond, margEffCond1, tol = 1e-3 ) [1] TRUE > # now with integrals obtained by the GHK algorithm > margEffCond2 <- mvProbitMargEff( ~ x1 + x2 + x3 + x4, coef = c( beta ), + sigma = sigma, data = as.data.frame( xMat ), cond = TRUE ) Error in file(file, if (append) "a" else "w") : cannot open the connection Calls: mvProbitMargEff ... mvProbitMargEffInternal -> mvProbitExpInternal -> pmvnormWrap -> sink -> file In addition: Warning message: In file(file, if (append) "a" else "w") : cannot open file '/tmp/RtmpDKzCOu/file1e11e5113413e3': No space left on device Execution halted Flavor: r-devel-linux-x86_64-debian-gcc