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AsyK (version 1.3.2)
Kernel Density Estimation and Selection of Optimum Bandwidth
Description
Density estimation by using symmetrical kernels and to calculate mean square error. See Scaillet (2004)
and Khan and Akbar (2019).
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1.3.2
0.1.0
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Install
install.packages('AsyK')
Monthly Downloads
304
Version
1.3.2
License
GPL-2
Maintainer
Javaria Khan
Last Published
November 14th, 2019
Functions in AsyK (1.3.2)
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mserig
Calculate Mean Squared Error( MSE) when RIG kernel is used.
NSR
Bandwidth Calculation.
graphLap
Plot Density by Laplace kernel.
laphcomp
Calculate MSE with and ranking of Bandwidth with respect to MSE for Laplace Kernel.
mselap
Calculate Mean Squared Error( MSE) when Laplace Kernel is used.
righcomp
Calculate MSE with and ranking of Bandwidth with respect to MSE for RIG kernel.
compLR
Plot Density by RIG and Laplace kernel.
graphrig
Plot Density by RIG kernel.