Using Mplus for Structural Equation Modeling: A Researcher's Guide - Brossura

Kelloway, E . Kevin

Brossura

ISBN 10: 1452291470 ISBN 13: 9781452291475

Casa editrice: SAGE Publications, Inc, 2014

Riassunto

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.

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Informazioni sull'autore

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.

Dalla quarta di copertina

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.

Dettagli dell'edizione

• Editore: SAGE Publications, Inc
• Data di pubblicazione: 2014
• Lingua: Inglese
• ISBN 10: 1452291470
• ISBN 13: 9781452291475
• Rilegatura: Copertina flessibile
• Numero edizione: 2
• Numero di pagine: 248
• Contatto del produttore: non disponibile
• Persona responsabile: info@bod.de; info@bod.de; ; Überseering 33; Hamburg; 22297; Germania