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AsyK (version 1.5.5)

Kernel Density Estimation

Description

A collection of functions related to density estimation by using Chen's (2000) idea. Mean Squared Errors (MSE) are calculated for estimated curves. For this purpose, R functions allow the distribution to be Gamma, Exponential or Weibull. For details see Chen (2000), Scaillet (2004) and Khan and Akbar.

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Version

Install

install.packages('AsyK')

Monthly Downloads

548

Version

1.5.5

License

GPL-2

Maintainer

Javaria Khan

Last Published

December 4th, 2021

Functions in AsyK (1.5.5)

plot.Laplace

Density Plot by Laplace kernel
Laplace

Estimate Density Values by Laplace kernel
NSR

Bandwidth Calculation.
AsyK-package

AsyK
plot.RIG

Density Plot by Reciprocal Inverse Gaussian kernel
RIG

Estimated Density Values by Reciprocal Inverse Gaussian kernel
MSE

Calculate Mean Squared Error( MSE) by using different Kernels