#' Discard models which have the same relevant variables #' #' @param B1 array of relevant coefficients (of size p*m*length(gridlambda)) #' @param B2 array of irrelevant coefficients (of size p*m*length(gridlambda)) #' @param glambda grid of regularization parameters (vector) #' @param rho covariance matrix (of size m*m*K*size(gridLambda)) #' @param pi weight parameters (of size K*size(gridLambda)) #' #' @return a list with update B1, B2, glambda, rho and pi, and ind the vector of indices #' of selected models. #' @export discardSimilarModels = function(B1,B2,glambda,rho,pi) { ind = c() for (j in 1:length(glambda)) { for (ll in 1:(l-1)) { if(B1[,,l] == B1[,,ll]) ind = c(ind, l) } } ind = unique(ind) B1 = B1[,,-ind] glambda = glambda[-ind] B2 = B2[,,-ind] rho = rho[,,,-ind] pi = pi[,-ind] return (list(B1=B1,B2=B2,glambda=glambda,rho=rho,pi=pi,ind=ind)) }