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Structural Equations with Latent Variables

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Structural Equations with Latent Variables
AuthorKenneth Bollen
LanguageEnglish
SubjectStructural equation modeling
PublisherJohn Wiley & Sons
Publication date
June, 1989
Pages528
ISBN978-0-471-01171-2

Structural Equations with Latent Variables is a statistics textbook regarding Structural equation modeling[1] authored by Kenneth Bollen and published in 1989. It explores various topics in the statistics field, covering measurement validity and reliability, overall fit indices, model identification, causality, and the statistical software package LISREL.[2][3] Examples are provided from sociology, economics, and psychology to illustrate the practical applications of these methods.The book focuses on the examination of covariances rather than individual cases.[2] It is commonly used in graduate-level courses that focus on structural equation modeling within the social sciences.

Chapters

  • Introduction
  • Model Notation, Covariances, and Path Analysis
  • Causality and Causal Models
  • Structural Equation Models, with Observed Variables
  • The Consequences of Measurement Error
  • Measurement Models: The Relation between Latent and Observed Variables
  • Confirmatory Factor Analysis
  • The General Model, Part I: Latent Variable and Measurement Models Combined
  • The General Model, Part II: Extensions

References

  1. ^ Jöreskog, Karl G. (1994). "Structural Equation Modeling with Ordinal Variables". Lecture Notes-Monograph Series. Institute of Mathematical Statistics Lecture Notes - Monograph Series. 24: 297–310. doi:10.1214/lnms/1215463803. ISBN 0-940600-35-8. JSTOR 4355811. The basic ideas and methods of structural equation models are explained in Bollen (1989).
  2. ^ a b Bollen, Kenneth A. (April 28, 1989). Structural Equations with Latent Variables: Bollen/Structural Equations with Latent Variables. Hoboken, NJ, USA: John Wiley & Sons, Inc. doi:10.1002/9781118619179. ISBN 978-1-118-61917-9. Archived from the original on August 13, 2023. Retrieved August 13, 2023.
  3. ^ "APA PsycNet". psycnet.apa.org. Archived from the original on April 7, 2023. Retrieved August 26, 2022.
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