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Generalized structured component analysis : a component-based approach to structural equation modeling / / Heungsun Hwang, McGill University, Montreal, Quebec, Canada; Yoshio Takane, University of Victoria, Victoria, British Columbia, Canada



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Autore: Hwang Heungsun Visualizza persona
Titolo: Generalized structured component analysis : a component-based approach to structural equation modeling / / Heungsun Hwang, McGill University, Montreal, Quebec, Canada; Yoshio Takane, University of Victoria, Victoria, British Columbia, Canada Visualizza cluster
Pubblicazione: Boca Raton : , : CRC Press, , [2015]
©2015
Descrizione fisica: 1 online resource (338 p.)
Disciplina: 519.5/3
519.53
Soggetto topico: Structural equation modeling
Persona (resp. second.): TakaneYoshio
Note generali: Description based upon print version of record.
Nota di bibliografia: Includes bibliographical references.
Nota di contenuto: Front Cover; Contents; Preface; Chapter 1: Introduction; Chapter 2: Generalized Structured Component Analysis; Chapter 3: Basic Extensions of Generalized Structured Component Analysis; Chapter 4: Fuzzy Clusterwise Generalized Structured Component Analysis; Chapter 5: Nonlinear Generalized Structured Component Analysis; Chapter 6: Generalized Structured Component Analysis with Latent Interactions; Chapter 7: Multilevel Generalized Structured Component Analysis; Chapter 8: Regularized Generalized Structured Component Analysis; Chapter 9: Lasso Generalized Structured Component Analysis
Chapter 10: Dynamic Generalized Structured Component AnalysisChapter 11: Functional Generalized Structured Component Analysis; References; Back Cover
Sommario/riassunto: Developed by the authors, generalized structured component analysis is an alternative to two longstanding approaches to structural equation modeling: covariance structure analysis and partial least squares path modeling. Generalized structured component analysis allows researchers to evaluate the adequacy of a model as a whole, compare a model to alternative specifications, and conduct complex analyses in a straightforward manner. Generalized Structured Component Analysis: A Component-Based Approach to Structural Equation Modeling provides a detailed account of this novel statistical methodolo
Titolo autorizzato: Generalized structured component analysis  Visualizza cluster
ISBN: 0-429-16845-4
1-4665-9295-8
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910827744503321
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Serie: Statistics in the social and behavioral sciences series.