Causal Inference in Statistics: A Primer

Causality: Models, Reasoning and Inference

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

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

Explanation in Causal Inference: Methods for Mediation and Interaction

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

The Model Thinker: What You Need to Know to Make Data Work for You