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Psychometrika|February 25, 2026
Generalized Structured Component Analysis Accommodating Convex Components: A Knowledge-Based Multivariate Method with Interpretable Composite IndexesGyeongcheol Cho, Heungsun Hwang
Psychometrika|February 16, 2024
Generalized Structured Component Analysis Accommodating Convex Components: A Knowledge-Based Multivariate Method with Interpretable Composite IndexesGyeongcheol Cho, Heungsun Hwang
Psychometrika|December 21, 2020
Global Least Squares Path Modeling: A Full-Information Alternative to Partial Least Squares Path ModelingHeungsun Hwang, Gyeongcheol Cho
Multivariate Behavioral Research|April 13, 2019
Out-of-bag Prediction Error: A Cross Validation Index for Generalized Structured Component AnalysisGyeongcheol Cho, Kwanghee Jung, Heungsun Hwang
The British Journal of Mathematical and Statistical Psychology|October 18, 2021
A comparative evaluation of factor- and component-based structural equation modelling approaches under (in)correct construct representationsGyeongcheol Cho, Marko Sarstedt, Heungsun Hwang
Frontiers in Psychiatry|October 3, 2025
Influence of genetic polymorphism and trauma on cortical structures and PTSD severity: Imaging genetics generalized structured component analysisMin Jin Jin, Gyeongcheol Cho, Hyeonjin Jeon, et al.
Plos One|March 10, 2021
A knowledge-based multivariate statistical method for examining gene-brain-behavioral/cognitive relationships: Imaging genetics generalized structured component analysisHeungsun Hwang, Gyeongcheol Cho, Min Jin Jin, et al.
Elife|March 5, 2024
Gene-environment pathways to cognitive intelligence and psychotic-like experiences in childrenJunghoon Park, Eunji Lee, Gyeongcheol Cho, et al.
Psychological Methods|July 17, 2020
An approach to structural equation modeling with both factors and components: Integrated generalized structured component analysisHeungsun Hwang, Gyeongcheol Cho, Kwanghee Jung, et al.
The British Journal of Mathematical and Statistical Psychology|March 30, 2021
Model-based recursive partitioning of extended redundancy analysis with an application to nicotine dependence among US adultsSunmee Kim, Heungsun Hwang
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