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Generalized Structured Component Analysis: A Component-Based Approach to Structural Equation Modeling book cover

1st Edition

Generalized Structured Component Analysis A Component-Based Approach to Structural Equation Modeling

By Heungsun Hwang, Yoshio Takane Copyright 2015

    Winner of the 2015 Sugiyama Meiko Award (Publication Award) of the Behaviormetric Society of JapanDeveloped 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 componen

    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

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