One-Sided Cross-Validation

Documentation for package ‘OSCV’ version 1.0

ASE_reg	The ASE function for the local linear estimator (LLE) in the regression context.
CV_reg	The cross-validation (CV) function in the regression context.
C_smooth	The OSCV smooth rescaling constant.
fstar	Nonsmooth density function with seven cusps.
h_ASE_reg	The ASE-optimal bandwidth in the regression context.
H_I	The family of two-sided cross-validation kernels H_I.
h_OSCV_dens	The OSCV bandwidth in the density estimation context.
h_OSCV_reg	The OSCV bandwidth in the regression context.
ISE_fstar	The ISE function in the kernel density estimation (KDE) context in the case when the underlying density is 'fstar'.
loclin	Computing the local linear estimate (LLE).
L_I	The family of one-sided cross-validation kernels L_I.
OSCV_Epan_dens	The OSCV function based on L_E, the one-sided Epanechnikov kernel, in the kernel density estimation (KDE) context.
OSCV_Gauss_dens	The OSCV function based on L_G, the one-sided Gaussian kernel, in the kernel density estimation (KDE) context.
OSCV_LI_dens	The OSCV function based on the kernel 'L_I' in the density estimation (KDE) context.
OSCV_reg	The OSCV function in the regression context.
reg3	Nonsmooth regression function with six cusps.
sample_fstar	Taking a random sample from 'fstar'.