Christophe, Giraud; Sylvie, Huet; Nicolas, Verzelen - In: Statistical Applications in Genetics and Molecular Biology 11 (2012) 3, pp. 1-52
Applications on inference of biological networks have raised a strong interest in the problem of graph estimation in high-dimensional Gaussian graphical models. To handle this problem, we propose a two-stage procedure which first builds a family of candidate graphs from the data, and then...