type of kernel which is to be used

kernel

mention distribution of vector.If exponential distribution then use <code>"Exp"</code>.
If use gamma distribution then use <code>"Gamma"</code>.If Weibull distribution then use <code>"Weibull"</code>.

type

This function calculates the mean squared error (MSE) by using user specified kernel.This function is same as provided in package "DELTD". For details see <a href="https://CRAN.R-project.org/package=DELTD">https://CRAN.R-project.org/package=DELTD</a>.

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) <doi:10.1080/10485250310001624819> and Khan and Akbar.

Javaria Khan

AsyK

Kernel Density Estimation

MSE function

<dl><dt>kernel</dt>
<dd>type of kernel which is to be used</dd>
<dt>type</dt>
<dd>mention distribution of vector.If exponential distribution then use <code>"Exp"</code>.
If use gamma distribution then use <code>"Gamma"</code>.If Weibull distribution then use <code>"Weibull"</code>.</dd></dl>

Arguments

Author

This function calculates the mean squared error (MSE) by using user specified kernel.This function is same as provided in package "DELTD". For details see <a href='https://CRAN.R-project.org/package=DELTD'>https://CRAN.R-project.org/package=DELTD</a>.

Calculate Mean Squared Error( MSE) by using different Kernels — MSE

<dl>

<dt>kernel</dt>
<dd>type of kernel which is to be used</dd>


<dt>type</dt>
<dd>mention distribution of vector.If exponential distribution then use <code>"Exp"</code>.
If use gamma distribution then use <code>"Gamma"</code>.If Weibull distribution then use <code>"Weibull"</code>.</dd>

</dl>

MSE: Calculate Mean Squared Error( MSE) by using different Kernels

Description

Usage

Value

Arguments

Author

References