Introduction to Statistical Mediation Analysis (Multivariate Applications Series)

MacKinnon, David P.

ISBN 10: 0805864296 / ISBN 13: 9780805864298

Edité par Routledge, 2008

A propos de cet article

Ships in a BOX from Central Missouri! May not include working access code. Will not include dust jacket. Has used sticker(s) and some writing or highlighting. UPS shipping for most packages, (Priority Mail for AK/HI/APO/PO Boxes).

N° de réf. du vendeur 000875702U

Détails bibliographiques

• Titre: Introduction to Statistical Mediation Analysis (Multivariate Applications Series)
• Éditeur: Routledge
• Date de parution: 2008
• Langue: anglais
• ISBN à 10 chiffres: 0805864296
• ISBN à 13 chiffres: 9780805864298
• Reliure: paperback
• Édition: 1st Edition.
• État de l'article: Good

A propos de ce titre

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 CD contains 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.

À propos de l?auteur

David P. MacKinnon