+++ /dev/null
-#' Generate a sample of (X,Y) of size n with default values
-#' @param n sample size
-#' @param p number of covariates
-#' @param m size of the response
-#' @param k number of clusters
-#' @return list with X and Y
-#' @export
-#-----------------------------------------------------------------------
-generateIOdefault = function(n, p, m, k)
-{
- covX = diag(p)
- covY = array(0, dim=c(m,m,k))
- for(r in 1:k)
- {
- covY[,,r] = diag(m)
- }
-
- pi = rep(1./k,k)
-
- beta = array(0, dim=c(p,m,k))
- for(j in 1:p)
- {
- nonZeroCount = ceiling(m * runif(1))
- beta[j,1:nonZeroCount,] = matrix(runif(nonZeroCount*k), ncol=k)
- }
-
- sample_IO = generateIO(covX, covY, pi, beta, n)
- return (list(X=sample_IO$X,Y=sample_IO$Y))
-}