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Introduction To Statistical Mediation Analysis

Name: Introduction To Statistical Mediation Analysis
Author: David Mackinnon

Auteur: David P. Mackinnon

Taal: Engels

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Auteur: David P. Mackinnon David Mackinnon

Engels
Paperback
9780805864298
17 januari 2008
477 pagina's

Alle productspecificaties

Samenvatting

Introduces the statistical, methodological, and conceptual aspects of mediation analysis. This volume intends to help the reader apply mediation analysis to their own data and understand its limitations. It also describes the estimation of mediation effects including assumptions, statistical tests, and the construction of confidence limits.

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.

Productspecificaties

Inhoud

Taal: en
Bindwijze: Paperback
Oorspronkelijke releasedatum: 17 januari 2008
Aantal pagina's: 477
Illustraties: Nee

Betrokkenen

Hoofdauteur: David P. Mackinnon
Tweede Auteur: David Mackinnon
Hoofduitgeverij: Routledge Academic

Overige kenmerken

Extra groot lettertype: Nee
Product breedte: 146 mm
Product hoogte: 25 mm
Product lengte: 229 mm
Studieboek: Ja
Verpakking breedte: 154 mm
Verpakking hoogte: 230 mm
Verpakking lengte: 32 mm
Verpakkingsgewicht: 683 g

EAN

EAN: 9780805864298

Je vindt dit artikel in

Categorieën: Wetenschap & Natuur

Persoonlijke ontwikkeling & Mindfulness

Psychologie

Populaire psychologie

Wiskunde

Kansrekening & Statistieken

Boeken
Taal: Engels
Boek, ebook of luisterboek?: Boek
Beschikbaarheid: Leverbaar
Studieboek of algemeen: Algemene boeken

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