Goodness-of-Fit Tests and Diagrams Based on Mellin Log-Cumulants

Documentation for package ‘logcumulant’ version 0.1.0

ad_cvm_test	Anderson-Darling and Cramer-von Mises tests
aic_value	Akaike information criterion for a fitted family
cv_diagram	Coefficient-of-variation diagram
distribution_dispatchers	Distribution dispatchers for the six reliability families
fisher_closed	Closed-form Fisher information matrix
gof_analyze	Full goodness-of-fit analysis for one distribution
gof_compare_all	Compare all candidate distributions
jacobian_J	Analytic Jacobian of log-cumulants with respect to parameters
kurtosis_diagram	Kurtosis-skewness diagram
ldist	Distribution dispatchers for the six reliability families
log_cumulant_diagram	Log-cumulant diagram
mle_fit	Maximum-likelihood fit of a reliability distribution
multi_lc_diagram	Multi-dataset log-cumulant diagram
pdist	Distribution dispatchers for the six reliability families
plot_lc	Quick log-cumulant plot
power_study	Empirical power study
rdist	Distribution dispatchers for the six reliability families
reliability_datasets	Nine reliability datasets used in the applications
size_study	Empirical size (Type I error) study
T2_all	All three nested T^2 statistics
T2_bootstrap	Parametric bootstrap p-values for the T^2 statistics
T2_one	Hotelling-type T^2 statistic for one cumulant set
theoretical_lc	Theoretical log-cumulants
three_diagrams	Combined three-panel diagnostic figure