TY  - BOOK
AU  - Hwang,Heungsun
AU  - Takane,Yoshio
TI  - Generalized structured component analysis: a component-based approach to structural equation modeling 
T2  - Chapman & Hall/CRC statistics in the social and behavioral sciences series
SN  - 9781466592940 (hardcover)
U1  - 000SA.07 23
PY  - 2015///
CY  - Boca Raton
PB  - CRC Press, 
KW  - Structural equation modeling
N1  - 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
N2  - 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
ER  -