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Using Mplus for Structural Equation Modeling A Researcher′s Guide

Kelloway, E . Kevin
Heftet / 2014 / Engelsk

Produktdetaljer

ISBN
9781452291475
Publisert
2014-09-23
Utgave
2. utgave
Utgiver
Vendor
SAGE Publications Inc
Vekt
370 gr
Høyde
228 mm
Bredde
152 mm
Aldersnivå
U, 05
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
248

Forfatter
Kelloway, E . Kevin

Om bidragsyterne

E. Kevin Kelloway is the Canada Research Chair in Occupational Health Psychology at Saint Mary’s University.  He received his PhD in Organizational Psychology from Queen’s University (Kingston, ON) and taught for eight years at the University of Guelph.  In 1999 he moved to Saint Mary’s University where he also holds the position of Professor of Psychology.  He was the founding director of the CN Centre for Occupational Health and Safety and the PhD program in Business Administration (Management).  He was also a founding principal of the Centre for Leadership Excellence at Saint Mary’s.  An active researcher, he is the author/editor of 12 books and over 100 research articles and chapters. He is a Fellow of the Association for Psychological Science, the Canadian Psychological Association and of the Society for Industrial/Organizational Psychology.

Using Mplus for Structural Equation Modeling A Researcher′s Guide

Kelloway, E . Kevin
Heftet / 2014 / Engelsk
Kelloway, E . Kevin
Heftet / 2014 / Engelsk
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<p>"An <strong>excellent book</strong> on the ins and outs of using Mplus, as well as the practice of structural equation modeling in applied research."</p>

- Kevin J. Grimm, University of California, Davis,

Ideal for researchers and graduate students in the social sciences who require knowledge of structural equation modeling techniques to answer substantive research questions, Using Mplus for Structural Equation Modeling provides a reader-friendly introduction to the major types of structural equation models implemented in the Mplus framework. This practical book, which updates author E. Kevin Kelloway’s 1998 book Using LISREL for Structural Equation Modeling, retains the successful five-step process employed in the earlier book, with a thorough update for use in the Mplus environment. Kelloway provides an overview of structural equation modeling techniques in Mplus, including the estimation of confirmatory factor analysis and observed variable path analysis. He also covers multilevel modeling for hypothesis testing in real life settings and offers an introduction to the extended capabilities of Mplus, such as exploratory structural equation modeling and estimation and testing of mediated relationships. A sample application with the source code, printout, and results is presented for each type of analysis.
Les mer
Using a tried-and-tested, five-step process, this book provides students with a reader-friendly introduction to the major types of structural equation models implemented in the Mplus framework.
Chapter 1: Introduction Why Structural Equation Modeling? The Remainder of This Book Chapter 2: Structural Equation Models: Theory and Development The Process of Structural Equation Modeling Chapter 3: Assessing Model Fit Absolute Fit Comparative Fit Parsimonious Fit Toward a Strategy for Assessing Model Fit Chapter 4: Using MPlus The Data File The Command File Putting It All Together: Some Basic Analyses Chapter 5: Confirmatory Factor Analysis Model Specification Identification Estimation Assessment of Fit Model Modification Sample Results Section Chapter 6: Observed Variable Path Analysis Model Specification Identification Estimation Mediation Using Equality Constraints Multisample Analysis Chapter 7: Latent Variable Path Analysis Model Specification Sample Results Chapter 8: Longitudinal Analysis Measurement Equivalence Across Time Latent Growth Curves Cross-Lagged Models Chapter 9: Multilevel Modeling Multilevel Models in Mplus Conditional Models Random-Slope Models Multilevel Modeling and Mediation
Les mer
"An excellent book on the ins and outs of using Mplus, as well as the practice of structural equation modeling in applied research."

Relaterte produkter

<p>"An <strong>excellent book</strong> on the ins and outs of using Mplus, as well as the practice of structural equation modeling in applied research."</p>

- Kevin J. Grimm, University of California, Davis,

Ideal for researchers and graduate students in the social sciences who require knowledge of structural equation modeling techniques to answer substantive research questions, Using Mplus for Structural Equation Modeling provides a reader-friendly introduction to the major types of structural equation models implemented in the Mplus framework. This practical book, which updates author E. Kevin Kelloway’s 1998 book Using LISREL for Structural Equation Modeling, retains the successful five-step process employed in the earlier book, with a thorough update for use in the Mplus environment. Kelloway provides an overview of structural equation modeling techniques in Mplus, including the estimation of confirmatory factor analysis and observed variable path analysis. He also covers multilevel modeling for hypothesis testing in real life settings and offers an introduction to the extended capabilities of Mplus, such as exploratory structural equation modeling and estimation and testing of mediated relationships. A sample application with the source code, printout, and results is presented for each type of analysis.
Les mer
Using a tried-and-tested, five-step process, this book provides students with a reader-friendly introduction to the major types of structural equation models implemented in the Mplus framework.
Chapter 1: Introduction Why Structural Equation Modeling? The Remainder of This Book Chapter 2: Structural Equation Models: Theory and Development The Process of Structural Equation Modeling Chapter 3: Assessing Model Fit Absolute Fit Comparative Fit Parsimonious Fit Toward a Strategy for Assessing Model Fit Chapter 4: Using MPlus The Data File The Command File Putting It All Together: Some Basic Analyses Chapter 5: Confirmatory Factor Analysis Model Specification Identification Estimation Assessment of Fit Model Modification Sample Results Section Chapter 6: Observed Variable Path Analysis Model Specification Identification Estimation Mediation Using Equality Constraints Multisample Analysis Chapter 7: Latent Variable Path Analysis Model Specification Sample Results Chapter 8: Longitudinal Analysis Measurement Equivalence Across Time Latent Growth Curves Cross-Lagged Models Chapter 9: Multilevel Modeling Multilevel Models in Mplus Conditional Models Random-Slope Models Multilevel Modeling and Mediation
Les mer
"An excellent book on the ins and outs of using Mplus, as well as the practice of structural equation modeling in applied research."

Produktdetaljer

ISBN
9781452291475
Publisert
2014-09-23
Utgave
2. utgave
Utgiver
Vendor
SAGE Publications Inc
Vekt
370 gr
Høyde
228 mm
Bredde
152 mm
Aldersnivå
U, 05
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
248

Forfatter
Kelloway, E . Kevin

Om bidragsyterne

E. Kevin Kelloway is the Canada Research Chair in Occupational Health Psychology at Saint Mary’s University.  He received his PhD in Organizational Psychology from Queen’s University (Kingston, ON) and taught for eight years at the University of Guelph.  In 1999 he moved to Saint Mary’s University where he also holds the position of Professor of Psychology.  He was the founding director of the CN Centre for Occupational Health and Safety and the PhD program in Business Administration (Management).  He was also a founding principal of the Centre for Leadership Excellence at Saint Mary’s.  An active researcher, he is the author/editor of 12 books and over 100 research articles and chapters. He is a Fellow of the Association for Psychological Science, the Canadian Psychological Association and of the Society for Industrial/Organizational Psychology.

Relaterte produkter