Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting

Rebecca E. Morrison, Ricardo Baptista, Youssef Marzouk

We present an algorithm to identify sparse dependence structure in continuous and non-Gaussian probability distributions, given a corresponding set of data. The conditional indepen…