test/script_data.R

   1 m=6
   2 p=6
   3
   4 covY = array(0,dim = c(m,m,2))
   5 covY[,,1] = diag(m)
   6 covY[,,2] = diag(m)
   7
   8 Beta = array(0, dim = c(p, m, 2))
   9 Beta[1:4,1:4,1] = 3*diag(4)
  10 Beta[1:4,1:4,2] = -2*diag(4)
  11
  12 Data = generateXY(200, c(0.5,0.5), rep(0,p), Beta, diag(p), covY)
  13
  14 Res = valse(Data$X,Data$Y, fast=TRUE, plot=FALSE, verbose = TRUE, kmax=3, size_coll_mod = 50, selecMod = "DDSE", mini = 50, maxi=100)
  15 plot(Res$tableau[,3], -Res$tableau[,4])