AsyK (version 1.3.2)

mselap: Calculate Mean Squared Error( MSE) when Laplace Kernel is used.

Description

Calculate MSE by using Laplace Kernel.

Usage

mselap(y, k, h, type)

Arguments

y

a numeric vector of positive values.

k

gird points.

h

the bandwidth

type

mention distribution of vector.If exponential distribution then use "Exp". if use gamma distribution then use "Gamma".If Weibull distribution then use "Weibull".

Value

MSE

Examples

# NOT RUN {
y<-rexp(100,1)
 h<-0.79 * IQR(y) * length(y) ^ (-1/5)
 mselap(y,200,h,"exp")
# }