text: what is conariance selection and its use in regression models? any numerical example please.?   conariance... i do not know, covariance selection, well yes: variable selection is to  allow certain regression coefficients to be zero. covariance selection is to  allow certain elements of the inverse covariance matrix to be zero.  !