Causality: Models, Reasoning and Inference

Causal Inference in Statistics - A Primer

The Book of Why: The New Science of Cause and Effect

Counterfactuals and Causal Inference: Methods And Principles For Social Research (Analytical Methods for Social Research)

The Book of Why: The New Science of Cause and Effect

Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction

An Introduction to Causal Inference

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

Elements of Causal Inference: Foundations and Learning Algorithms (Adaptive Computation and Machine Learning series)

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

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