Probabilistic Graphical Models for Genetics, Genomics, and Postgenomics

At the crossroads between statistics and machine learning, probabilistic graphical models (PGMs) provide a powerful formal framework to model complex data. An expanding volume of biological data of various types, the so-called 'omics', is in need ...