R/discardSimilarModels2.R

   1 #' Similar to discardSimilarModels, for Lasso-rank procedure (focus on columns)
   2 #'
   3 #' @param B1 array of relevant coefficients (of size p*m*length(gridlambda))
   4 #' @param rho covariance matrix
   5 #' @param pi weight parameters
   6 #'
   7 #' @return a list with B1, in, rho, pi
   8 #' @export
   9 #'
  10 discardSimilarModels2 = function(B1,rho,pi)
  11 {   ind = c()
  12     dim_B1 = dim(B1)
  13     B2 = array(0,dim=c(dim_B1[1],dim_B1[2],dim_B1[3]))
  14     sizeLambda=dim_B1[3]
  15     glambda = rep(0,sizeLambda)
  16
  17     suppressmodel = discardSimilarModels(B1,B2,glambda,rho,pi)
  18     return (list(B1 = suppressmodel$B1, ind = suppressmodel$ind,
  19         rho = suppressmodel$rho, pi = suppressmodel$pi))
  20 }