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Synopsis
A comprehensive examination of methods for mediation and interaction, VanderWeele's book is the first to approach this topic from the perspective of causal inference. Numerous software tools are provided, and the text is both accessible and easy to read, with examples drawn from diverse fields. The result is an essential reference for anyone conducting empirical research in the biomedical or social sciences.
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About the Author
Tyler J. VanderWeele, Ph.D., is a methodologist at Harvard University. He holds degrees in biostatistics, mathematics, finance, philosophy and theology and is currently Professor of Epidemiology in the Departments of Epidemiology and Biostatistics at the Harvard School of Public Health and a faculty affiliate of the Institute of Quantitative Social Science at Harvard University. His empirical research has been in epidemiology, various fields within the social sciences, and the study of religion and health.
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Explanation in Causal Inference: Methods for Mediation and Interaction
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Oxford University Press (edition 1), 2015
ISBN 10: 0199325871
ISBN 13: 9780199325870
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Hardcover. Condition: Very Good. 1. With dust jacket. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting. Seller Inventory # 0199325871-11-1-29
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Explanation in Causal Inference: Methods for Mediation and Interaction
Published by
Oxford University Press, 2015
ISBN 10: 0199325871
ISBN 13: 9780199325870
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Hardcover. Condition: Acceptable. Connecting readers with great books since 1972. Used textbooks may not include companion materials such as access codes, etc. May have condition issues including wear and notes/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_476250067
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Explanation in Causal Inference: Methods for Mediation and Interaction
Published by
Oxford University Press, 2015
ISBN 10: 0199325871
ISBN 13: 9780199325870
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Explanation in Causal Inference: Methods for Mediation and Interaction
Published by
Oxford University Press, 2015
ISBN 10: 0199325871
ISBN 13: 9780199325870
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Condition: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In good all round condition. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,1250grams, ISBN:9780199325870. Seller Inventory # 2331641
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Explanation in Causal Inference: Methods for Mediation and Interaction (eng)
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Explanation in Causal Inference (Hardcover)
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Oxford University Press Inc, New York, 2015
ISBN 10: 0199325871
ISBN 13: 9780199325870
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Hardcover. Condition: new. Hardcover. The book provides an accessible but comprehensive overview of methods for mediation and interaction. There has been considerable and rapid methodological development on mediation and moderation/interaction analysis within the causal-inference literature over the last ten years. Much of this material appears in a variety of specialized journals, and some of the papers are quite technical. There has also been considerable interest in these developments from empiricalresearchers in the social and biomedical sciences. However, much of the material is not currently in a format that is accessible to them. The book closes these gaps by providing an accessible,comprehensive, book-length coverage of mediation.The book begins with a comprehensive introduction to mediation analysis, including chapters on concepts for mediation, regression-based methods, sensitivity analysis, time-to-event outcomes, methods for multiple mediators, methods for time-varying mediation and longitudinal data, and relations between mediation and other concepts involving intermediates such as surrogates, principal stratification, instrumental variables,and Mendelian randomization. The second part of the book concerns interaction or "moderation," including concepts for interaction, statistical interaction, confounding and interaction, mechanisticinteraction, bias analysis for interaction, interaction in genetic studies, and power and sample-size calculation for interaction. The final part of the book provides comprehensive discussion about the relationships between mediation and interaction and unites these concepts within a single framework. This final part also provides an introduction to spillover effects or social interaction, concluding with a discussion of social-network analyses.The book is written to beaccessible to anyone with a basic knowledge of statistics. Comprehensive appendices provide more technical details for the interested reader. Applied empirical examples from a variety of fields are giventhroughout. Software implementation in SAS, Stata, SPSS, and R is provided. The book should be accessible to students and researchers who have completed a first-year graduate sequence in quantitative methods in one of the social- or biomedical-sciences disciplines. The book will only presuppose familiarity with linear and logistic regression, and could potentially be used as an advanced undergraduate book as well. "A comprehensive book on methods for mediation and interaction. The only book to approach this topic from the perspective of causal inference. Numerous software tools provided. Easy-to-read and accessible. Examples drawn from diverse fields. An essential reference for anyone conducting empirical research in the biomedical or social sciences"-- Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780199325870
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Explanation in Causal Inference: Methods for Mediation and Interaction
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. The book provides an accessible but comprehensive overview of methods for mediation and interaction. There has been considerable and rapid methodological development on mediation and moderation/interaction analysis within the causal-inference literature ove. Seller Inventory # 582376066
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Explanation in Causal Inference: Methods for Mediation and Interaction
Published by
Oxford University Press Inc, 2015
ISBN 10: 0199325871
ISBN 13: 9780199325870
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Explanation in Causal Inference: Methods for Mediation and Interaction
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ISBN 10: 0199325871
ISBN 13: 9780199325870
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Explanation in Causal Inference: Methods for Mediation and Interaction
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