mseRIG: Calculate Mean Squared Error( MSE) when RIG kernel is used.
Description
Calculate MSE by using Resiprocal Inverse Gaussian Kernel.
Usage
mseRIG(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
Mean Squared Error
References
Scaillet, O. 2004. Density estimation using inverse and reciprocal inverse Gaussian kernels. Nonparametric Statistics, 16, 217-226.
See Also
For further MSE by using Laplace kernel see mseLap. For density estimation by using RIG Kernel plot.RIG and for estimated values
of density RIG.