Introduction to Statistical Mediation Analysis [With CDROM]

Name: Introduction to Statistical Mediation Analysis [With CDROM]
Brand: Routledge
SKU: 9780805839746
Price: 12029.0 INR
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by David P. Mackinnon

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ISBN13: 9780805839746
Binding: Hardcover
Subject: N/A
Publisher: Routledge
Publisher Imprint: Routledge
Publication Date: January 17, 2008
Pages: 488
Original Price: GBP 160.0
Language: English
Edition: N/A
Item Weight: 803 grams
BISAC Subject(s): Statistics

About The Book

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.

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