Book of Donmon Teith

Many of the concepts and terminology surrounding modern causal inference can be quite intimidating to the novice. Judea Pearl presents a book ideal for beginner

One of the primary motivations for clinical trials and observational studies of humans is to infer cause and effect. Disentangling causation from confounding is

This text presents statistical methods for studying causal effects and discusses how readers can assess such effects in simple randomized experiments.

This book compiles and presents new developments in statistical causal inference. The accompanying data and computer programs are publicly available so readers

Demystify causal inference and casual discovery by uncovering causal principles and merging them with powerful machine learning algorithms for observational and