Generalized Structured Component Analysis: A Component-Based Approach to Structural Equation Modeling, 1st Edition (e-Book) book cover

Generalized Structured Component Analysis

A Component-Based Approach to Structural Equation Modeling, 1st Edition

By Heungsun Hwang, Yoshio Takane

Chapman and Hall/CRC

342 pages

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Hardback: 9781466592940
pub: 2014-12-11
$105.00
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eBook (VitalSource) : 9780429168451
pub: 2014-12-11
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Description

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

Table of Contents

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.

Subject Categories

BISAC Subject Codes/Headings:
MAT029000
MATHEMATICS / Probability & Statistics / General