ChenQin.sim: Chen Qin Simulator

Description Usage Arguments Value Author(s) References See Also Examples

View source: R/highD2popfunctions.R

Description

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

Usage

1

Arguments

DATA

an object returned by build2popData.

Value

A data frame with columns

ChQvalues

values of the test statistic.

pvalues

the p values.

Author(s)

Karl Gregory [email protected], http://www.stat.tamu.edu/~kbgregory.

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

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
	
## 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)

highD2pop documentation built on May 29, 2017, 6:09 p.m.