Probability and Causality: Theory

Probability and Causality: Theory http://www.causal-effects.de/

Rolf Steyer, Ivailo Partchev, Ulf Kröhne, Benjamin Nagengast & Christiane Fiege.

In this book, we present the theory of causal effects in experiments and quasi-experiments. This book is entirely devoted to the theory of causal effects, although brief remarks will hint at the implications of the theory for design and analysis of experiments and quasi-experiments. We plan to cover the design and analysis of causal effects in depth in a sequel to the present book.