Introduction to Statistical Mediation Analysis (Multivariate Applications Series)

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9780805864298: Introduction to Statistical Mediation Analysis (Multivariate Applications Series)

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.

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"Dave MacKinnon's book will be a welcome addition to the field. The topic of statistical mediation is important for researchers who want to examine models more complex than simple prediction." -Lisa L. Harlow, PhD, University of Rhode Island

"Overall, I found these chapters to be uniformly excellent. The text was well written, nicely organized, and technically rigorous while remaining broadly accessible." -Patrick Curran, PhD, University of North Carolina, Chapel Hill

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1.

David P. MacKinnon
Editorial: Taylor Francis Inc, United States (2008)
ISBN 10: 0805864296 ISBN 13: 9780805864298
Nuevos Paperback Cantidad: 1
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The Book Depository US
(London, Reino Unido)
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Descripción Taylor Francis Inc, United States, 2008. Paperback. Estado de conservación: New. Language: English . Brand New 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 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. Nº de ref. de la librería AAZ9780805864298

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David P. MacKinnon
Editorial: Taylor Francis Inc, United States (2008)
ISBN 10: 0805864296 ISBN 13: 9780805864298
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Descripción Taylor Francis Inc, United States, 2008. Paperback. Estado de conservación: New. Language: English . Brand New 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 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. Nº de ref. de la librería AAZ9780805864298

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Mackinnon, David Peter
Editorial: Routledge Academic 2008-04-14 (2008)
ISBN 10: 0805864296 ISBN 13: 9780805864298
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Descripción Routledge Academic 2008-04-14, 2008. Paperback. Estado de conservación: New. Nº de ref. de la librería NU-GRD-00649478

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Descripción Estado de conservación: New. Depending on your location, this item may ship from the US or UK. Nº de ref. de la librería 97808058642980000000

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Descripción 2008. PAP. Estado de conservación: New. New Book. Shipped from US within 10 to 14 business days. Established seller since 2000. Nº de ref. de la librería VT-9780805864298

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Descripción Routledge Academic, 2008. PAP. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería GB-9780805864298

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Descripción Routledge, 2008. Estado de conservación: New. 2008. 1 Pap/Cdr. Paperback. 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. Series: Multivariate Applications Series. Num Pages: 488 pages, black & white tables, figures. BIC Classification: JM; PBT. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 227 x 153 x 27. Weight in Grams: 784. . . . . . . Nº de ref. de la librería V9780805864298

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MACKINNON, DAVID P.
Editorial: Routledge (2008)
ISBN 10: 0805864296 ISBN 13: 9780805864298
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Descripción Routledge, 2008. Paperback. Estado de conservación: NEW. 9780805864298 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Nº de ref. de la librería HTANDREE0180743

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Editorial: Routledge Academic (2008)
ISBN 10: 0805864296 ISBN 13: 9780805864298
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Descripción Routledge Academic, 2008. Paperback. Estado de conservación: New. 1 Pap/Cdr. Nº de ref. de la librería DADAX0805864296

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