Description: Introduction to Statistical Mediation Analysis, Paperback by Mackinnon, David Peter, ISBN 0805864296, ISBN-13 9780805864298, Brand New, Free shipping in the US 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 resources contain outputs described in th 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. Th 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. Th 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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Book Title: Introduction to Statistical Mediation Analysis
Number of Pages: 478 Pages
Publication Name: Introduction to Statistical Mediation Analysis
Language: English
Publisher: Routledge
Publication Year: 2008
Subject: Biostatistics, Probability & Statistics / Regression Analysis, General, Statistics
Item Height: 1.1 in
Type: Textbook
Item Weight: 23.2 Oz
Item Length: 9 in
Subject Area: Mathematics, Psychology, Medical
Author: David P. Mackinnon
Item Width: 6.1 in
Series: Multivariate Applications Ser.
Format: Trade Paperback
