1st Edition
Generalized Structured Component Analysis A Component-Based Approach to Structural Equation Modeling
344 Pages
by
Chapman & Hall
342 Pages
60 B/W Illustrations
by
Chapman & Hall
342 Pages
by
Chapman & Hall
Also available as eBook on:
Winner of the 2015 Sugiyama Meiko Award (Publication Award) of the Behaviormetric Society of Japan 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... Read more
Introduction. Generalized Structured Component Analysis. Basic Extensions of Generalized Structured Component Analysis. Fuzzy Clusterwise Generalized Structured Component Analysis. Nonlinear Generalized Structured Component Analysis. Generalized Structured Component Analysis with Latent Interactions. Multilevel Generalized Structured Component Analysis. Regularized Generalized Structured Component Analysis. Lasso Generalized Structured Component Analysis. Dynamic Generalized Structured Component Analysis. Functional Generalized Structured Component Analysis. References. Index.
Biography
Heungsun Hwang, Yoshio Takane
