Kernel Estimator and Bandwidth Selection for Density and Its Derivatives


[Up] [Top]

Documentation for package ‘kedd’ version 1.0.4

Help Pages

kedd-package Kernel Estimator and Bandwidth Selection for Density and Its Derivatives
bimodal Datasets
claw Datasets
dkde Derivatives of Kernel Density Estimator
dkde.default Derivatives of Kernel Density Estimator
h.amise AMISE for Optimal Bandwidth Selectors
h.amise.default AMISE for Optimal Bandwidth Selectors
h.bcv Biased Cross-Validation for Bandwidth Selection
h.bcv.default Biased Cross-Validation for Bandwidth Selection
h.ccv Complete Cross-Validation for Bandwidth Selection
h.ccv.default Complete Cross-Validation for Bandwidth Selection
h.mcv Modified Cross-Validation for Bandwidth Selection
h.mcv.default Modified Cross-Validation for Bandwidth Selection
h.mlcv Maximum-Likelihood Cross-validation for Bandwidth Selection
h.mlcv.default Maximum-Likelihood Cross-validation for Bandwidth Selection
h.tcv Trimmed Cross-Validation for Bandwidth Selection
h.tcv.default Trimmed Cross-Validation for Bandwidth Selection
h.ucv Unbiased (Least-Squares) Cross-Validation for Bandwidth Selection
h.ucv.default Unbiased (Least-Squares) Cross-Validation for Bandwidth Selection
kedd Kernel Estimator and Bandwidth Selection for Density and Its Derivatives
kernel.conv Convolutions of r'th Derivative for Kernel Function
kernel.conv.default Convolutions of r'th Derivative for Kernel Function
kernel.fun Derivatives of Kernel Function
kernel.fun.default Derivatives of Kernel Function
kurtotic Datasets
lines.dkde Plot for Kernel Density Derivative Estimate
lines.h.amise Plot for Asymptotic Mean Integrated Squared Error
lines.h.bcv Plot for Biased Cross-Validation
lines.h.ccv Plot for Complete Cross-Validation
lines.h.mcv Plot for Modified Cross-Validation
lines.h.mlcv Plot for Maximum-Likelihood Cross-validation
lines.h.tcv Plot for Trimmed Cross-Validation
lines.h.ucv Plot for Unbiased Cross-Validation
outlier Datasets
plot.dkde Plot for Kernel Density Derivative Estimate
plot.h.amise Plot for Asymptotic Mean Integrated Squared Error
plot.h.bcv Plot for Biased Cross-Validation
plot.h.ccv Plot for Complete Cross-Validation
plot.h.mcv Plot for Modified Cross-Validation
plot.h.mlcv Plot for Maximum-Likelihood Cross-validation
plot.h.tcv Plot for Trimmed Cross-Validation
plot.h.ucv Plot for Unbiased Cross-Validation
plot.kernel.conv Plot for Convolutions of r'th Derivative Kernel Function
plot.kernel.fun Plot of r'th Derivative Kernel Function
print.dkde Derivatives of Kernel Density Estimator
print.h.amise AMISE for Optimal Bandwidth Selectors
print.h.bcv Biased Cross-Validation for Bandwidth Selection
print.h.ccv Complete Cross-Validation for Bandwidth Selection
print.h.mcv Modified Cross-Validation for Bandwidth Selection
print.h.mlcv Maximum-Likelihood Cross-validation for Bandwidth Selection
print.h.tcv Trimmed Cross-Validation for Bandwidth Selection
print.h.ucv Unbiased (Least-Squares) Cross-Validation for Bandwidth Selection
trimodal Datasets