Robust Semiparametric Graphical Models with Skew-Elliptical Distributions

Gabriele Di Luzio, Giacomo Morelli

We propose semiparametric estimators, called elliptical skew-(S)KEPTIC, for efficiently and robustly estimating non-Gaussian graphical models. Our approach extends the semiparametr…