Heungsun Hwang

McGill University

1001 Sherbrooke St. W

Montreal, Quebec H3A 1G5

Canada

  • McGill University

SCHOLARLY PAPERS

11

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74

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Scholarly Papers (11)

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1.

Redundancy Analysis

Wiley StatsRef: Wiley Statistical Reference Online, Chapter Forthcoming
Number of pages: 24 Posted: 18 Jun 2016
Wayne S. DeSarbo, Heungsun Hwang and Kamel Jedidi
Pennsylvania State University, McGill University and Columbia University - Columbia Business School, Marketing
Downloads 70 (442,254)

Abstract:

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2.

An Improved Method for Generalized Constrained Canonical Correlation Analysis

Science Direct Working Paper No S1574-0358(04)70129-X
Number of pages: 37 Posted: 05 Mar 2018
Yoshio Takane, Haruo Yanai and Heungsun Hwang
McGill University, affiliation not provided to SSRN and McGill University
Downloads 4 (835,934)

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Row and column information matrices, Orthogonal projectors, Total redundancy, Part redundancies, Singular value decomposition (SVD), Constrained canonical correlation analysis (Constrained CANO), Partial CANO, Bootstrap methods, Permutation tests

3.

A Prediction-Oriented Specification Search Algorithm for Generalized Structured Component Analysis

Posted: 23 May 2022
Gyeongcheol Cho, Heungsun Hwang, Marko Sarstedt and Christian M. Ringle
McGill University, McGill University, Otto-von-Guericke-Universität Magdeburg and Hamburg University of Technology (TUHH)

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Cross-validation, generalized structured component analysis, predictice modeling

4.

A Comparative Study of the Predictive Power of Component-Based Approaches to Structural Equation Modeling

Posted: 10 May 2022
Gyeongcheol Cho, Kim Sunmee, Jonathan Lee, Heungsun Hwang, Christian M. Ringle and Marko Sarstedt
McGill University, Independent, Independent, McGill University, Hamburg University of Technology (TUHH) and Otto-von-Guericke-Universität Magdeburg

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Prediction, Simulation, Structural equation modeling, generalized structured component analysis, partial least squares path modeling

5.

Guest Editorial: Special Issue on Composite-Based Structural Equation Modeling

ACM SIGMIS Database, 2022
Posted: 22 Mar 2022
Heungsun Hwang, Marko Sarstedt and Christian M. Ringle
McGill University, Otto-von-Guericke-Universität Magdeburg and Hamburg University of Technology (TUHH)

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Structural equation modeling

6.

Cutoff Criteria for Overall Model Fit Indexes in Generalized Structured Component Analysis

Journal of Marketing Analytics, 8(4), 189-202
Posted: 12 Nov 2020 Last Revised: 07 Dec 2020
Gyeongcheol Cho, Heungsun Hwang, Marko Sarstedt and Christian M. Ringle
McGill University, McGill University, Otto-von-Guericke-Universität Magdeburg and Hamburg University of Technology (TUHH)

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Component-Based Structural Equation Modeling, Generalized Structured Component Analysis, Model Fit, GFI, SRMR

7.

A Concept Analysis of Methodological Research on Composite-Based Structural Equation Modeling: Bridging PLSPM and GSCA

Behaviormetrika, 1-23
Posted: 20 Nov 2019
Heungsun Hwang, Marko Sarstedt, Jacky Cheah and Christian M. Ringle
McGill University, Otto-von-Guericke-Universität Magdeburg, affiliation not provided to SSRN and Hamburg University of Technology (TUHH)

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Composites, GSCA, Leximancer, PLSPM, Scientometrics, Text analytics

8.

Constrained Stochastic Extended Redundancy Analysis

Psychometrika, Volume 80, Issue 2, pp 516-534, 2015
Posted: 18 Jun 2016
Wayne S. DeSarbo, Heungsun Hwang, Ashley Stadler Blank and Eelco Kappe
Pennsylvania State University, McGill University, University of St. Thomas and Pennsylvania State University

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redundancy analysis, maximum likelihood estimation, sports marketing, Major League Baseball, consumer psychology

9.

The Simultaneous Identification of Strategic/Performance Groups and Underlying Dimensions for Assessing an Industry's Competitive Structure

Journal of Modelling in Management, Volume 3, Issue 3, pp. 220-248
Posted: 15 Jun 2016
Wayne S. DeSarbo, Rajdeep Grewal, Heungsun Hwang and Qiong Wang
Pennsylvania State University, University of North Carolina (UNC) at Chapel Hill - Kenan-Flagler Business School, McGill University and University of Oklahoma - Division of Marketing

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Strategic groups, Organizational structures, Cluster analysis, Competitive strategy, Banking

10.

Fuzzy Clusterwise Generalized Structured Component Analysis

Psychometrika, Vol. 72, No. 2, pp.181-198, 2007
Posted: 11 Jun 2016
Heungsun Hwang, Wayne S. DeSarbo and Yoshio Takane
McGill University, Pennsylvania State University and McGill University

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generalized structured component analysis, fuzzy clustering, respondent heterogeneity, alternating least squares, latent curve models, alcohol use

11.

Fuzzy Clusterwise Growth Curve Models via Generalized Estimating Equations: An Application to the Antisocial Behavior of Children

Multivariate Behavioral Research, Volume 42, Issue 2, pages 233-259, 2007
Posted: 11 Jun 2016
Heungsun Hwang, Yoshio Takane and Wayne S. DeSarbo
McGill University, McGill University and Pennsylvania State University

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