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Record Nr. |
UNINA9910827744503321 |
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Autore |
Hwang Heungsun |
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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 |
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Pubbl/distr/stampa |
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Boca Raton : , : CRC Press, , [2015] |
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©2015 |
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ISBN |
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0-429-16845-4 |
1-4665-9295-8 |
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Descrizione fisica |
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1 online resource (338 p.) |
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Collana |
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Chapman & Hall/CRC Statistics in the Social & Behavioral Series |
Chapman & Hall Book |
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Disciplina |
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Soggetti |
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Structural equation modeling |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references. |
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Nota di contenuto |
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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 |
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Sommario/riassunto |
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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 |
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