Introduction to Statistical Mediation Analysis

David Mackinnon

ISBN 10: 0805864296 / ISBN 13: 9780805864298

Published by Routledge, 2008

About this Item

Introduction to Statistical Mediation Analysis | David Mackinnon | Taschenbuch | Einband - flex.(Paperback) | Englisch | 2008 | Routledge | EAN 9780805864298 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand.

Seller Inventory # 128442151

Bibliographic Details

• Title: Introduction to Statistical Mediation Analysis
• Publisher: Routledge
• Publication Date: 2008
• Language: English
• ISBN 10: 0805864296
• ISBN 13: 9780805864298
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 229W x 152H x 26D millimeters 229 millimeters width by 152 millimeters height by 26 millimeters depth
• Weight: 700 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

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. Single-mediator, multilevel, and longitudinal models are reviewed. The author's goal is to help the reader apply mediation analysis to their own data and understand its limitations.

Each chapter features an overview, numerous worked examples, a summary, and exercises (with answers to the odd numbered questions). The accompanying downloadable resources contain outputs described in the book from SAS, SPSS, LISREL, EQS, MPLUS, and CALIS, and a program to simulate the model. The notation used is consistent with existing literature on mediation in psychology.

The book opens with a review of the types of research questions the mediation model addresses. Part II describes the estimation of mediation effects including assumptions, statistical tests, and the construction of confidence limits. Advanced models including mediation in path analysis, longitudinal models, multilevel data, categorical variables, and mediation in the context of moderation are then described. The book closes with a discussion of the limits of mediation analysis, additional approaches to identifying mediating variables, and future directions.

Introduction to Statistical Mediation Analysis is intended for researchers and advanced students in health, social, clinical, and developmental psychology as well as communication, public health, nursing, epidemiology, and sociology. Some exposure to a graduate level research methods or statistics course is assumed. The overview of mediation analysis and the guidelines for conducting a mediation analysis will be appreciated by all readers.

About the Author

David P. MacKinnon