sim_XY {powerPLS}

simulate data matrix under the alternative hypothesis

Description

simulate data matrix under the alternative hypothesis

Usage

sim_XY(out, n, seed = 123, post.transformation = TRUE, A)

Arguments

out

output from PLSc

n

number of observations to simulate

seed

seed value

post.transformation

Boolean value. Default @TRUE i.e., post transformation is applied.

A

number of score components used in PLSc.

Value

Returns a simulated matrix under the alternative hypothesis.

Author(s)

Angela Andreella

Examples

datas <- simulatePilotData(nvar = 10, clus.size = c(5,5),m = 6,nvar_rel = 5,A = 2)
out <- PLSc(X = datas$X, Y = datas$Y, A = 2)
out_sim <- sim_XY(out = out, n = 10, A = 2)