Generalized structured component analysis : a component-based approach to structural equation modeling / Heungsun Hwang and Yoshio Takane.
Material type:
TextSeries: Chapman & Hall/CRC statistics in the social and behavioral sciences seriesPublication details: Boca Raton : CRC Press, c2015.Description: xiv, 330 p. : illustrations ; 25 cmISBN: - 9781466592940 (hardcover)
- 000SA.07 23 H991
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 000SA.07 H991 (Browse shelf(Opens below)) | Available | 136383 |
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| 000SA.07 H641 Modeling count data / | 000SA.07 H873 Theoretical foundations of functional data analysis, with an introduction to linear operators / | 000SA.07 H972 Exploratory multivariate analysis by example using R / | 000SA.07 H991 Generalized structured component analysis : | 000SA.07 J68 Multivariate statistical simulation | 000SA.07 J68 Multivariate statistical simulation | 000SA.07 J82 Multivariate analysis with LISREL / |
Includes bibliographical references and index.
1. Introduction --
2. Generalized structured component analysis --
3. Basic extensions of generalized structured component analysis --
4. Fuzzy clusterwise generalized structured component analysis --
5. Nonlinear generalized structured component analysis --
6. Generalized structured component analysis with latent interactions --
7. Multilevel generalized structured component analysis --
8. Regularized generalized structured component analysis --
9. Lasso generalized structured component analysis --
10. Dynamic generalized structured component analysis -- Functional generalized structured component analysis--
References--
Index.
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 methods.
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