A new guide to methods for determining cause and effect in the social sciences. In summarising, systematising and prioritising methodological tools for researchers, this book will be of use to all social scientists looking to validate their quantitative findings.Simeon Mitropolitski, LSE Review of Books
Causation versus correlation has been the basis of argumentseconomic and otherwisesince the beginning of time. Causal Inference: The Mixtape uses legit real-world examples that I found genuinely thought-provoking. Its rare that a book prompts readers to expand their outlook; this one did for me.Marvin Young (Young MC)
Cunninghams brilliant book is that rare statistical treatise written for students and practitioners alike. Engaging language and vivid examples bring the tools of causal inference to a broad audience. Read the book, absorb its lessons, and youll develop the skills you need to credibly assess whether a statistics class, a public policy, or a new business practice truly makes a difference.Justin Wolfers, University of Michigan
Accessible and engaging. An excellent introduction to the statistics of causal inference.Alberto Abadie, MIT
Learning about causal effects is the main goal of most empirical research in economics. In this engaging book, Scott Cunningham provides an accessible introduction to this area, full of wisdom and wit and with detailed coding examples for practitioners.Guido Imbens, coauthor of Causal Inference
This book will probably shock economics instructors with the clarity, insights, and tools that modern graphical models introduce to the teaching of econometrics. The benefits will outlast the shock.Judea Pearl, University of California, Los Angeles
