Introduction to Statistical Mediation Analysis

Preface to First Edition. Preface to Second Edition. Chapter 1: Introduction. Chapter 2: Applications of the Mediation Model. Chapter 3: Single mediator model. Chapter 4: Single mediator model details. Chapter 5: XM Interaction. Chapter 6: Confounding, colliders and mediation. Chapter 7: Potential Outcomes Framework for the Single Mediator Model. Chapter 8: Resampling Methods. Chapter 9: Bayesian Mediation Methods. Chapter 10: Multiple Mediator Models. Chapter 11: Mediation with Categorical Data old Categorical Outcomes Models. Chapter 12: Path Analysis Mediation Models. Chapter 13: Measurement and Mediation. Chapter 14: General Mediation and Moderation Models. Chapter 15: Multilevel Mediation Regression Models. Chapter 16: Longitudinal Mediation Models. Chapter 17: Experimental Designs to Assess Mediating Processes. Chapter 18: Additional approaches to identifying mediating variables. Chapter 19: Conclusions and future directions. References. Appendix A: Notation.