Graphical Models (Oxford Statistical Science Series)

Bayesian Data Analysis, Third Edition (Chapman & Hall/CRC Texts in Statistical Science)

Deep Learning (Adaptive Computation and Machine Learning series)

Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning series)

Information Theory, Inference and Learning Algorithms

Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series)

Computer Age Statistical Inference: Algorithms, Evidence, and Data Science (Institute of Mathematical Statistics Monographs)

Convex Optimization

Causality: Models, Reasoning and Inference

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

Graphical Models with R (Use R!)