A First Course in Bayesian Statistical Methods (Springer Texts in Statistics)

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

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

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

Statistical Rethinking: A Bayesian Course with Examples in R and Stan (Chapman & Hall/CRC Texts in Statistical Science)

Methods of Multivariate Analysis

Data Analysis Using Regression and Multilevel/Hierarchical Models

Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan

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

Deep Learning (Adaptive Computation and Machine Learning series)

A Modern Approach to Regression with R (Springer Texts in Statistics)