Generalized Structured Component Analysis with Uniqueness Terms for Accommodating Measurement Error

Generalized structured component analysis (GSCA) is a component-based approach to structural equation modeling (SEM), where latent variables are approximated by weighted composites of indicators. It has no formal mechanism to incorporate errors in indicators, which in turn renders components prone t...

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Bibliographic Details
Main Authors: Heungsun Hwang, Yoshio Takane, Kwanghee Jung
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-12-01
Series:Frontiers in Psychology
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fpsyg.2017.02137/full