Judea Pearl

The Book of Why by Judea Pearl and Dana Mackenzie is a groundbreaking exploration into the realm of causality, perfectly blending the intricate worlds of artificial intelligence, statistics, and philosophy. The book delves into the revolutionary ideas that have reshaped modern science and offers readers a remarkable journey through the study of cause and effect. At its heart, it addresses...

Causal Inference in Statistics A Primer Causality is central to the understanding and use of data. Without an understanding of cause–effect relationships, we cannot use data to answer questions as basic as "Does this treatment harm or help patients?" However, despite the availability of hundreds of introductory texts on statistical methods of data analysis, until now, no beginner-level book has...