All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics)

Monte Carlo Statistical Methods (Springer Texts in Statistics)

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

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

Pattern Recognition and Machine Learning (Information Science and Statistics)

All of Nonparametric Statistics (Springer Texts in Statistics)

Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning series)

Convex Optimization

An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)

Introduction to Probability, 2nd Edition

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

Statistical Inference

Deep Learning (Adaptive Computation and Machine Learning series)