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Principles and practice of structural equation modeling /

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Bibliographic Details
Main Author: Kline, Rex B. (Author)
Corporate Author: ProQuest (Firm)
Format: eBook
Language:English
Published: New York : Guilford Press, [2016]
Edition:Fourth edition.
Series:Methodology in the social sciences.
Subjects:
Structural equation modeling.
Social sciences > Statistical methods > Data processing.
Models, Statistical.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Part I. Concepts and tools
  • Coming of age
  • Regression fundamentals
  • Significance testing and bootstrapping
  • Data preparation and psychometrics review
  • Computer tools
  • Part II. Specification and identification
  • Specification of observed variable (path) models
  • Identification of observed-variable (path) models
  • Graph theory and the structural causal model
  • Specification and identification of confirmatory factor analysis models
  • Specification and identification of structural regression models
  • Part III. Analysis
  • Estimation and local fit testing
  • Global fit testing
  • Analysis of confirmatory factor analysis models
  • Analysis of structural regression models
  • Part IV. Advanced techniques and best practices
  • Mean structures and latent growth models
  • Multiple-samples analysis and measurement invariance
  • Interaction effects and multilevel structural equation modeling
  • Best practices in structural equation modeling.