Regularized estimation of large-scale gene association networks using graphical Gaussian models

Nicole Kraemer, Juliane Schaefer, Anne-Laure Boulesteix

Graphical Gaussian models are popular tools for the estimation of (undirected) gene association networks from microarray data. A key issue when the number of variables greatly exce…