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
|
| 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
|
| 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 |
| ISBN: | 0-429-16845-4 |
| 1-4665-9295-8 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910787843003321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Statistics in the social and behavioral sciences series.