A simpler formula is obtained for Pederson's procedure of sampling from a multinomial population. An explicit formula of the Moore-Penrose inverse of the variance-covariance matrix is given as well as ...

The Cholesky matrix penalization estimator inherits the advantages of the matrix lasso and the lasso sliced inverse regression estimator. Furthermore, it shows superior performance in numerical ...