![]() ![]() Causal Inference: What If (1st edition, 2020 revised 2022). ![]() The components of the book can be accessed by clicking on the links below: The exact time, when known, will be announced here. A print version (for purchase) is expected to become available some time in the future. This book is only available online through this page. To cite the book, please use “Hernán MA, Robins JM (2020). We expect that the book will be of interest to anyone interested in causal inference, e.g., epidemiologists, statisticians, psychologists, economists, sociologists, political scientists, computer scientists… The book is divided in 3 parts of increasing difficulty: causal inference without models, causal inference with models, and causal inference from complex longitudinal data. Much of this material is currently scattered across journals in several disciplines or confined to technical articles. Jamie Robins and I have written a book that provides a cohesive presentation of concepts of, and methods for, causal inference. ![]()
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