Selection of the Regularization Parameter in Graphical Models using Network Characteristics

Adria Caballe, Natalia Bochkina, Claus Mayer

Gaussian graphical models represent the underlying graph structure of conditional dependence between random variables which can be determined using their partial correlation or pre…