rMarronWand {densEstBayes}

Marron and Wand random sample

Description

Returns a random sample from a member of the family of Normal Mixture density functions devised in Marron and Wand (1992).

Usage

rMarronWand(n,densNum)

Arguments

n

The sample size, which is a positive integer.

densNum

An integer between 1 and 15 that specifies the density function according to Table 1 of Marron and Wand (1992).

Author(s)

Matt P. Wand [e-mail]

References

Marron, J.S. and Wand, M.P. (1992). Exact mean integrated squared error. The Annals of Statistics, 20, 712-736.

Examples

library(densEstBayes)
x <- rMarronWand(1000,8)
hist(x,breaks = 50,col = "gold")
dest <- densEstBayes(x,method = "SMFVB")
plot(dest) ; rug(x,col = "dodgerblue",quiet = TRUE)