Causal Inference in Statistics: A Primer

The Seven Pillars of Statistical Wisdom

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

Bayes Theorem Examples: A Visual Guide For Beginners

Bayes Theorem Examples: The Beginner’s Guide to Understanding Bayes Theorem and its Applications

Truth or Truthiness: Distinguishing Fact from Fiction by Learning to Think Like a Data Scientist

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

Markov Models: Understanding Markov Models and Unsupervised Machine Learning in Python with Real-World Applications

Causality

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

Deep Learning (Adaptive Computation and Machine Learning series)