Introduction to Statistical Mediation Analysis (Multivariate Applications Series)

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

Reseña del editor:

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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David MacKinnon
ISBN 10: 0805864296 ISBN 13: 9780805864298
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David P. MacKinnon
Editorial: Taylor Francis Inc, United States (2008)
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Descripción Taylor Francis Inc, United States, 2008. Paperback. Estado de conservación: New. 226 x 150 mm. 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. 226 x 150 mm. 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
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Descripción Taylor & Francis Inc 2008-01-01, New York, 2008. paperback. Estado de conservación: New. Nº de ref. de la librería 9780805864298

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David P. MacKinnon
Editorial: Routledge Academic (2008)
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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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MacKinnon, David P.
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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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Descripción Paperback. Estado de conservación: New. Not Signed; 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. book. Nº de ref. de la librería ria9780805864298_rkm

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MACKINNON, DAVID P.
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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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Descripción Routledge. 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. . . . . . Books ship from the US and Ireland. Nº de ref. de la librería V9780805864298

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