On Graphical Models via Univariate Exponential Family Distributions

Eunho Yang, Pradeep Ravikumar, Genevera I. Allen +1

Undirected graphical models, or Markov networks, are a popular class of statistical models, used in a wide variety of applications. Popular instances of this class include Gaussian…