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Introduction to Statistical Mediation Analysis (Multiva - Paperback NEW MacKinno
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- 702grams
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- 488
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- Book Title
- Introduction to Statistical Mediation Analysis (Multivariate App
- ISBN
- 9780805864298
- Publication Year
- 2008
- Type
- Textbook
- Format
- Paperback
- Language
- English
- Publication Name
- Introduction to Statistical Mediation Analysis
- Item Height
- 229mm
- Publisher
- Taylor & Francis INC International Concepts
- Item Width
- 152mm
- Subject
- Sociology, Mathematics
- Item Weight
- 658g
- Number of Pages
- 478 Pages
About this product
Product Information
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.
Product Identifiers
Publisher
Taylor & Francis INC International Concepts
ISBN-13
9780805864298
eBay Product ID (ePID)
86662251
Product Key Features
Publication Name
Introduction to Statistical Mediation Analysis
Format
Paperback
Language
English
Subject
Sociology, Mathematics
Publication Year
2008
Type
Textbook
Number of Pages
478 Pages
Dimensions
Item Height
229mm
Item Width
152mm
Item Weight
658g
Additional Product Features
Series Title
Multivariate Applications Series
Country/Region of Manufacture
United States
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