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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:
  • 9781606238776 (hardcover)
  • 1606238779 (hardcover)
  • 9781606238769 (pbk.)
  • 1606238760 (pbk.)
Subject(s): DDC classification:
  • 519.53 KLI 22
LOC classification:
  • QA278 .K585 2011
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.
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Book Book Calcutta 519.53 KLI (Browse shelf(Opens below)) Available IIMC-141038
Total holds: 0

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.

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