Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Introduction to Statistical Mediation Analysis, Second Edition

Introduction to Statistical Mediation Analysis, Second Edition

MacKinnon, David P.

Hardcover

Series: Multivariate Applications

Medical ReferenceGeneral EducationGeneral Psychology

Currently unavailable to order

ISBN10: 1848726082
ISBN13: 9781848726086
Publisher: Routledge
Pages: 718
Language: English

This volume introduces the statistical, methodological, and conceptual aspects of mediation analysis. Applications from health, social, and developmental psychology, sociology, communication, exercise science, and epidemiology are emphasized throughout.

There are five parts to the book. Part 1 covers definitions, history, and applications for the mediation model. In Part II the conceptual model described in the first part of the book is quantified in the estimation of mediation in traditional single mediator models. This part of the book describes the estimation of mediation effects including assumptions of the methods, statistical tests, and construction of confidence limits for the mediated effect. Part III describes advanced mediation models with new chapters describing collider, confounder, and mediator third-variable models, the potential outcomes causal mediation model, and Bayesian mediation methods. Part IV describes the traditonal and then the potential outcomes approach for two or more mediators, categorical variables, structural equation modeling, measurement, multilvel models, and longitudinal mediation models. Part V, discusses general issues in the investigation of mediation including experimental designs, additional approaches to identifying mediating variable, guidelines for planning and conducting a mediation study, and possible future directions.

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