Probabilistic Graphical Models Genetics Genomics

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 socalled omics, is in need of accurate and efficient methods for modelling and PGMs are expected to have a prominent role to play. | Oxford University Press Probabilistic Graphical Models for Genetics, Genomics, and