Causal Mediation Analysis

'This book offers a modern view of mediation analysis from the causal inference perspective. It reviews rigorous statistical causal inference theory and methods for mediation analysis. Moreover, it also provides clear motivations and applications of mediation analysis from social sciences. It will soon become a canonical reference for applied researchers who will use mediation analysis for data analysis, and for theoretical researchers who will develop novel statistical methods related to mediation analysis.' Peng Ding, Department of Statistics, University of California Berkeley 'You don't need to learn about causal mediation – as long as you're also ok abandoning a central goal of social science research. Otherwise, you couldn't find a better guide to the fast progress in this field than Wodtke and Zhou's engaging new book.' Gary King, Albert J Weatherhead III University Professor, Harvard University 'Wodtke and Zhou are leaders in causal analysis. This book, Causal Mediation Analysis, is a masterfully written, highly accessible and deeply insightful guide to one of the most important tools in social science research. It is sure to become a go-to resource for social and behavioral researchers seeking to uncover causal mechanisms, test theories and design better policies – essential charges for nearly all of us at some stage in the research process.' Jennie E. Brand, Jennie E. Brand, Professor of Sociology and Professor of Statistics and Data Science, UCLA 'Every scientist wants to know not just if a causal relationship exists, but why. Wodtke and Zhou offer a clear and up-to-date guide to analyzing causal mechanisms, distilling two decades of methodological advances. Essential reading for social scientists and methodologists – this book will inspire many future scientific breakthroughs.' Kosuke Imai, Professor of Government and of Statistics, Harvard University