Explanation in Causal Inference is popular PDF and ePub book, written by Tyler J. VanderWeele in 2015, it is a fantastic choice for those who relish reading online the Medical genre. Let's immerse ourselves in this engaging Medical book by exploring the summary and details provided below. Remember, Explanation in Causal Inference can be Read Online from any device for your convenience.
Explanation in Causal Inference Book PDF Summary
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, mechanistic interaction, 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.
Detail Book of Explanation in Causal Inference PDF
- Author : Tyler J. VanderWeele
- Release : 26 June 2024
- Publisher : Oxford University Press, USA
- ISBN : 9780199325870
- Genre : Medical
- Total Page : 729 pages
- Language : English
- PDF File Size : 13,7 Mb
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