highD2pop (version 1.0)

ChenQin.sim: Chen Qin Simulator

Description

Performs the test from Chen and Qin (2010) on multiple data sets generated by build2popData.

Usage

ChenQin.sim(DATA)

Arguments

DATA

an object returned by build2popData.

Value

ChQvalues

values of the test statistic.

pvalues

the p values.

References

Chen, X. S. and Qin, Y.L. (2010). A two sample test for high dimensional data with applications to gene-set testing. The Annals of Statistics. 38(2):808--835

See Also

ChenQin.test

Examples

	
## Not run: 
# 
# DATA <-build2popData(	
# 	n = 15,
# 	m = 20,
# 	p = 500,
# 	muX = rep(0,500),
# 	muY = rep(0,500),
# 	commoncov = FALSE,
# 	VarScaleY = 1,
# 	dep = "ARMA",
# 	ARMAparms = list(coefs=list(ma=c(.2,.3) , ar=c(.4,-.1))),
# 	LRparm = .75,
# 	S = 25,
# 	innov = function(n,...) rnorm(n,0,1),
# 	heteroscedastic=TRUE,
# 	het.diag = diag(.1 + rexp(500,1/2))
# 	)
# 	
# ChenQin.sim(DATA)
# 
# ## End(Not run)