R: One-Sided Cross-Validation

# One-Sided Cross-Validation

## Documentation for package ‘OSCV’ version 1.0

- DESCRIPTION file

## Help Pages

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'.