Penalized EM algorithm and copula skeptic graphical models for inferring networks for mixed variables

Fentaw Abegaz, Ernst Wit

In this article, we consider the problem of reconstructing networks for continuous, binary, count and discrete ordinal variables by estimating sparse precision matrix in Gaussian c…