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Generalized structured component analysis : a component-based approach to structural equation modeling /

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 ad...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Hwang, Heungsun (Autor), Takane, Yoshio (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton : Chapman & Hall/CRC, 2015.
Colección:Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences.
Temas:
Acceso en línea:Texto completo

MARC

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245 1 0 |a Generalized structured component analysis :  |b a component-based approach to structural equation modeling /  |c Heungsun Hwang, Yoshio Takane. 
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505 0 |a 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. 
505 8 |a Chapter 10: Dynamic Generalized Structured Component AnalysisChapter 11: Functional Generalized Structured Component Analysis; References; Back Cover. 
520 |a 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. 
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