Explanation in Causal Inference —— Methods for Mediation and Interaction

----- 因果推理解释: 调解与相互作用的方法

ISBN: 9780199325870 出版年：2015 页码：729 VanderWeele, Tyler Oxford University Press

PART I: MEDIATION ANALYSIS Chapter 1. Explanation and Mechanism Chapter 2. Mediation: Introduction and Regression-Based Approaches Chapter 3. Sensitivity Analysis for Mediation Chapter 4. Mediation Analysis with Survival Data Chapter 5. Multiple Mediators Chapter 6. Mediation Analysis with Time-Varying Exposures and Mediators Chapter 7. Selected Topics in Mediation Analysis Chapter 8. Other Topics Related to Intermediates PART II: INTERACTION ANALYSIS Chapter 9. An Introduction to Interaction Analysis Chapter 10. Mechanistic Interaction Chapter 11. Bias Analysis for Interactions Chapter 12. Interaction in Genetics: Independence and Boosting Power Chapter 13. Power and Sample-Size Calculations for Interaction Analysis PART III: SYNTHESIS AND SPILLOVER EFFECTS Chapter 14. A Unification of Mediation and Interaction Chapter 15. Social Interactions and Spillover Effects Chapter 16. Mediation and Interaction: Future and Context Appendix. Technical Details and Proofs References