Kernel Estimator and Bandwidth Selection for Density and Its Derivatives
Plot for Unbiased Cross-Validation
Plot for Convolutions of r'th Derivative Kernel Function
Plot of r'th Derivative Kernel Function
Derivatives of Kernel Density Estimator
AMISE for Optimal Bandwidth Selectors
Biased Cross-Validation for Bandwidth Selection
Complete Cross-Validation for Bandwidth Selection
Modified Cross-Validation for Bandwidth Selection
Maximum-Likelihood Cross-validation for Bandwidth Selection
Trimmed Cross-Validation for Bandwidth Selection
Unbiased (Least-Squares) Cross-Validation for Bandwidth Selection
Kernel Estimator and Bandwidth Selection for Density and Its Derivativ...
Convolutions of r'th Derivative for Kernel Function
Derivatives of Kernel Function
Plot for Kernel Density Derivative Estimate
Plot for Asymptotic Mean Integrated Squared Error
Plot for Biased Cross-Validation
Plot for Complete Cross-Validation
Plot for Modified Cross-Validation
Plot for Maximum-Likelihood Cross-validation
Plot for Trimmed Cross-Validation
Smoothing techniques and computing bandwidth selectors of the nth derivative of a probability density for one-dimensional data (described in Arsalane Chouaib Guidoum (2020) <arXiv:2012.06102> [stat.CO]).