Kernel Density Estimation and Selection of Optimum Bandwidth


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Documentation for package ‘AsyK’ version 1.5.4

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AsyK-package AsyK
AsyK AsyK
compLR Plot Density by RIG and Laplace kernel.
laphcomp Calculate MSE with and ranking of Bandwidth with respect to MSE for Laplace Kernel.
Laplace Estimated Density Values by Laplace kernel
mseLap Calculate Mean Squared Error( MSE) when Laplace Kernel is used.
mseRIG Calculate Mean Squared Error( MSE) when RIG kernel is used.
NSR Bandwidth Calculation.
plot.Laplace Density Plot by Laplace kernel
plot.RIG Density Plot by Resiprocal Inverse Gaussian kernel
RIG Estimated Density Values by Resiprocal Inverse Gaussian kernel
righcomp Calculate MSE with and ranking of Bandwidth with respect to MSE for RIG kernel.