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Principles and practice of structural equation modeling / Rex B. Kline.

By: Material type: TextTextSeries: Methodology in the social sciencesPublication details: New York : Guilford Press, c2011.Edition: 3rd edDescription: xvi, 427 p. : ill. ; 26 cmISBN:
  • 9781606238769
Subject(s): DDC classification:
  • 519.53 K65p 2011 22
Contents:
Part I: Concepts and tools. Introduction ; Fundamental concepts ; Data preparation ; Computer tools -- Part II: Core techniques. Specification ; Identification ; Estimation ; Hypothesis testing ; Measurement models and confirmatory factor analysis ; Structural regression models -- Part III: Advanced techniques, avoiding mistakes. Mean structures and latent growth models ; Interaction effects and multilevel SEM ; How to fool yourself with SEM.
Summary: "This bestselling text provides a balance between the technical and practical aspects of structural equation modeling (SEM). Using clear and accessible language, Rex B. Kline covers core techniques, potential pitfalls, and applications across the behavioral and social sciences. Some more advanced topics are also covered, including estimation of interactive effects of latent variables and multilevel SEM. The companion Web page offers downloadable syntax, data, and output files for each detailed example for EQS, LISREL, and Mplus, allowing readers to view the results of the same analysis generated by three different computer tools."--pub. desc.
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Item type Current library Call number Copy number Status Barcode
Books Books Premier University Business Library 519.53 K65p 2011 2 Available 16657
Books Books Premier University Faculty of Engineering Library 519.53 K65p 2011 1 Available 16656

Includes bibliographical references and index.

Part I: Concepts and tools. Introduction ; Fundamental concepts ; Data preparation ; Computer tools -- Part II: Core techniques. Specification ; Identification ; Estimation ; Hypothesis testing ; Measurement models and confirmatory factor analysis ; Structural regression models -- Part III: Advanced techniques, avoiding mistakes. Mean structures and latent growth models ; Interaction effects and multilevel SEM ; How to fool yourself with SEM.

"This bestselling text provides a balance between the technical and practical aspects of structural equation modeling (SEM). Using clear and accessible language, Rex B. Kline covers core techniques, potential pitfalls, and applications across the behavioral and social sciences. Some more advanced topics are also covered, including estimation of interactive effects of latent variables and multilevel SEM. The companion Web page offers downloadable syntax, data, and output files for each detailed example for EQS, LISREL, and Mplus, allowing readers to view the results of the same analysis generated by three different computer tools."--pub. desc.

Computer Science and Engineering, Electrical and Electronics Engineering , Mathematics, BBA, MBA

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