Defines functions gen_data

gen_data <-
function(mu0, p, m, n,p1=0.5,sampling.p=0.5)

	part1=rnorm(m*n1, mean=mu0, sd=1)
	part1=matrix(part1, nrow=n1, ncol=m)
	part2=rnorm(m*n2, mean=-mu0, sd=1)
	part2=matrix(part2, nrow=n2, ncol=m)
	part_left=rbind(part1, part2)

	part_right=rnorm((p-m)*n, mean=0, sd=1)
	part_right=matrix(part_right, nrow=n, ncol=p-m)
	y=c(rep(1, n1), rep(-1, n2))
	list(x=cbind(part_left, part_right), y=y)

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HDDesign documentation built on May 29, 2017, 8:13 p.m.