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AsyK (version 0.1.0)

Density Estimation by Using Asymmetrical Kernels

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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Version

Install

install.packages('AsyK')

Monthly Downloads

548

Version

0.1.0

License

GPL-2

Maintainer

Javaria Khan

Last Published

July 11th, 2019

Functions in AsyK (0.1.0)

NSR

Calculate Bandwidth.
mselap

Calculate Mean Square Error( MSE) when Laplace Kernel is used.
mserig

Calculate Mean Square Error( MSE) when RIG kernel is used.
graphrig

Plot Density by RIG kernel.
graphLap

Plot Density by Laplace kernel.