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Using Mplus for Structural Equation Modeling E . Kevin Kelloway

Using Mplus for Structural Equation Modeling par E . Kevin Kelloway

Using Mplus for Structural Equation Modeling E . Kevin Kelloway

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Résumé

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.

Using Mplus for Structural Equation Modeling Résumé

Using Mplus for Structural Equation Modeling: A Researcher's Guide E . Kevin Kelloway

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.

Using Mplus for Structural Equation Modeling Avis

An excellent book on the ins and outs of using Mplus, as well as the practice of structural equation modeling in applied research.

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

À propos de E . Kevin Kelloway

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.

Sommaire

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

Informations supplémentaires

GOR010177633
9781452291475
1452291470
Using Mplus for Structural Equation Modeling: A Researcher's Guide E . Kevin Kelloway
E . Kevin Kelloway
Occasion - Très bon état
Broché
SAGE Publications Inc
2014-09-23
248
N/A
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