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Heungsun Hwang, Ph.D. - Publications

Affiliations: 
2001 McGill University, Montreal, QC, Canada 
Area:
Psychometrics Psychology
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66 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Kim S, Hwang H. Evaluation of Prediction-Oriented Model Selection Metrics for Extended Redundancy Analysis. Frontiers in Psychology. 13: 821897. PMID 35478763 DOI: 10.3389/fpsyg.2022.821897  0.311
2021 Cho G, Sarstedt M, Hwang H. A comparative evaluation of factor- and component-based structural equation modelling approaches under (in)correct construct representations. The British Journal of Mathematical and Statistical Psychology. PMID 34661902 DOI: 10.1111/bmsp.12255  0.316
2021 Kim S, Hwang H. Model-based recursive partitioning of extended redundancy analysis with an application to nicotine dependence among US adults. The British Journal of Mathematical and Statistical Psychology. PMID 33782960 DOI: 10.1111/bmsp.12240  0.386
2020 Hwang H, Cho G. Global Least Squares Path Modeling: A Full-Information Alternative to Partial Least Squares Path Modeling. Psychometrika. PMID 33346884 DOI: 10.1007/s11336-020-09733-2  0.432
2020 Choi S, Lee S, Huh I, Hwang H, Park T. HisCoM-G×E: Hierarchical Structural Component Analysis of Gene-Based Gene-Environment Interactions. International Journal of Molecular Sciences. 21. PMID 32937825 DOI: 10.3390/Ijms21186724  0.387
2020 Hwang H, Cho G, Jung K, Falk CF, Flake JK, Jin MJ, Lee SH. An approach to structural equation modeling with both factors and components: Integrated generalized structured component analysis. Psychological Methods. PMID 32673042 DOI: 10.1037/Met0000336  0.466
2019 Lee S, Kim S, Kim Y, Oh B, Hwang H, Park T. Pathway analysis of rare variants for the clustered phenotypes by using hierarchical structured components analysis. Bmc Medical Genomics. 12: 100. PMID 31296220 DOI: 10.1186/S12920-019-0517-4  0.339
2019 Choi JY, Hwang H. Bayesian generalized structured component analysis. The British Journal of Mathematical and Statistical Psychology. PMID 31049946 DOI: 10.1111/Bmsp.12166  0.559
2019 Choi JY, Kyung M, Hwang H, Park JH. Bayesian Extended Redundancy Analysis: A Bayesian Approach to Component-based Regression with Dimension Reduction. Multivariate Behavioral Research. 1-19. PMID 31021267 DOI: 10.1080/00273171.2019.1598837  0.501
2019 Cho G, Jung K, Hwang H. Out-of-bag Prediction Error: A Cross Validation Index for Generalized Structured Component Analysis. Multivariate Behavioral Research. 1-9. PMID 30977677 DOI: 10.1080/00273171.2018.1540340  0.476
2019 Hwang H, Sarstedt M, Cheah JH, Ringle CM. A concept analysis of methodological research on composite-based structural equation modeling: bridging PLSPM and GSCA Behaviormetrika. 47: 219-241. DOI: 10.1007/S41237-019-00085-5  0.418
2018 Jung K, Panko P, Lee J, Hwang H. A Comparative Study on the Performance of GSCA and CSA in Parameter Recovery for Structural Equation Models With Ordinal Observed Variables. Frontiers in Psychology. 9: 2461. PMID 30568625 DOI: 10.3389/Fpsyg.2018.02461  0.462
2018 Choi S, Lee S, Kim Y, Hwang H, Park T. HisCoM-GGI: Hierarchical structural component analysis of gene-gene interactions. Journal of Bioinformatics and Computational Biology. 1840026. PMID 30567476 DOI: 10.1142/S0219720018400267  0.339
2018 Lee S, Kim Y, Choi S, Hwang H, Park T. Pathway-based approach using hierarchical components of rare variants to analyze multiple phenotypes. Bmc Bioinformatics. 19: 79. PMID 29745849 DOI: 10.1186/S12859-018-2066-9  0.423
2017 Hwang H, Takane Y, Jung K. Generalized Structured Component Analysis with Uniqueness Terms for Accommodating Measurement Error. Frontiers in Psychology. 8: 2137. PMID 29270146 DOI: 10.3389/Fpsyg.2017.02137  0.665
2017 Ryoo JH, Hwang H. Model Evaluation in Generalized Structured Component Analysis Using Confirmatory Tetrad Analysis. Frontiers in Psychology. 8: 916. PMID 28611724 DOI: 10.3389/Fpsyg.2017.00916  0.472
2017 Choi JY, Hwang H, Timmerman ME. Functional Parallel Factor Analysis for Functions of One- and Two-dimensional Arguments. Psychometrika. PMID 28197969 DOI: 10.1007/S11336-017-9558-9  0.462
2017 Takane Y, Hwang H. Comparisons among several consistent estimators of structural equation models Behaviormetrika. 45: 157-188. DOI: 10.1007/S41237-017-0045-5  0.688
2017 Yamamoto M, Hwang H. Dimension-Reduced Clustering of Functional Data via Subspace Separation Journal of Classification. 34: 294-326. DOI: 10.1007/S00357-017-9232-Z  0.445
2016 Kim S, Choi JY, Hwang H. Two-Way Regularized Fuzzy Clustering of Multiple Correspondence Analysis. Multivariate Behavioral Research. 1-16. PMID 27869559 DOI: 10.1080/00273171.2016.1246996  0.386
2016 Suk HW, Hwang H. Functional Generalized Structured Component Analysis. Psychometrika. PMID 27714543 DOI: 10.1007/S11336-016-9521-1  0.475
2016 Lee S, Choi S, Kim YJ, Kim BJ, Hwang H, Park T. Pathway-based approach using hierarchical components of collapsed rare variants. Bioinformatics (Oxford, England). 32: i586-i594. PMID 27587678 DOI: 10.1093/Bioinformatics/Btw425  0.395
2016 Choi JY, Hwang H, Yamamoto M, Jung K, Woodward TS. A Unified Approach to Functional Principal Component Analysis and Functional Multiple-Set Canonical Correlation. Psychometrika. PMID 26856725 DOI: 10.1007/S11336-015-9478-5  0.477
2016 Zhou L, Takane Y, Hwang H. Dynamic GSCANO (Generalized Structured Canonical Correlation Analysis) with applications to the analysis of effective connectivity in functional neuroimaging data Computational Statistics and Data Analysis. 101: 93-109. DOI: 10.1016/J.Csda.2016.03.001  0.707
2016 Kim S, Cardwell R, Hwang H. Using R Package gesca for generalized structured component analysis Behaviormetrika. 44: 3-23. DOI: 10.1007/S41237-016-0002-8  0.482
2015 Jung K, Takane Y, Hwang H, Woodward TS. Erratum to: Multilevel Dynamic Generalized Structured Component Analysis for Brain Connectivity Analysis in Functional Neuroimaging Data. Psychometrika. PMID 26467168 DOI: 10.1007/S11336-015-9480-Y  0.69
2015 Jung K, Takane Y, Hwang H, Woodward TS. Multilevel Dynamic Generalized Structured Component Analysis for Brain Connectivity Analysis in Functional Neuroimaging Data. Psychometrika. PMID 25697370 DOI: 10.1007/s11336-015-9440-6  0.665
2015 Romdhani H, Hwang H, Paradis G, Roy-Gagnon MH, Labbe A. Pathway-based association study of multiple candidate genes and multiple traits using structural equation models. Genetic Epidemiology. 39: 101-13. PMID 25558046 DOI: 10.1002/Gepi.21872  0.368
2015 DeSarbo WS, Hwang H, Stadler Blank A, Kappe E. Constrained Stochastic Extended Redundancy Analysis. Psychometrika. 80: 516-34. PMID 24327066 DOI: 10.1007/S11336-013-9385-6  0.479
2015 Hwang H, Suk HW, Takane Y, Lee JH, Lim J. Generalized functional extended redundancy analysis. Psychometrika. 80: 101-25. PMID 24271507 DOI: 10.1007/S11336-013-9373-X  0.711
2015 Hwang H, Takane Y, Tenenhaus A. An Alternative Estimation Procedure for Partial Least Squares Path Modeling Behaviormetrika. 42: 63-78. DOI: 10.2333/Bhmk.42.63  0.645
2015 Tan T, Choi JY, Hwang H. Fuzzy Clusterwise Functional Extended Redundancy Analysis Behaviormetrika. 42: 37-62. DOI: 10.2333/Bhmk.42.37  0.523
2014 Woodward TS, Jung K, Hwang H, Yin J, Taylor L, Menon M, Peters E, Kuipers E, Waters F, Lecomte T, Sommer IE, Daalman K, van Lutterveld R, Hubl D, Kindler J, et al. Symptom dimensions of the psychotic symptom rating scales in psychosis: a multisite study. Schizophrenia Bulletin. 40: S265-74. PMID 24936086 DOI: 10.1093/Schbul/Sbu014  0.329
2014 Yamamoto M, Hwang H. A General Formulation of Cluster Analysis with Dimension Reduction and Subspace Separation Behaviormetrika. 41: 115-129. DOI: 10.2333/Bhmk.41.115  0.477
2013 Hwang H, Jung K, Takane Y, Woodward TS. A unified approach to multiple-set canonical correlation analysis and principal components analysis. The British Journal of Mathematical and Statistical Psychology. 66: 308-21. PMID 22616692 DOI: 10.1111/J.2044-8317.2012.02052.X  0.693
2013 Suk HW, Choi JY, Hwang H. Hierarchically Structured Fuzzy c-Means Clustering Behaviormetrika. 40: 1-17. DOI: 10.2333/Bhmk.40.1  0.374
2013 Tan T, Suk HW, Hwang H, Lim J. Functional fuzzy clusterwise regression analysis Advances in Data Analysis and Classification. 7: 57-82. DOI: 10.1007/S11634-013-0126-6  0.46
2012 Hwang H, Suk HW, Lee JH, Moskowitz DS, Lim J. Functional Extended Redundancy Analysis. Psychometrika. 77: 524-42. PMID 27519779 DOI: 10.1007/S11336-012-9268-2  0.531
2012 Jung K, Takane Y, Hwang H, Woodward TS. Dynamic GSCA (Generalized Structured Component Analysis) with Applications to the Analysis of Effective Connectivity in Functional Neuroimaging Data Psychometrika. 77: 827-848. DOI: 10.1007/S11336-012-9284-2  0.733
2012 Hwang H, Jung K, Takane Y, Woodward TS. Functional Multiple-Set Canonical Correlation Analysis Psychometrika. 77: 48-64. DOI: 10.1007/S11336-011-9234-4  0.66
2011 Takane Y, Jung K, Hwang H. Regularized reduced rank growth curve models Computational Statistics & Data Analysis. 55: 1041-1052. DOI: 10.1016/J.Csda.2010.08.012  0.689
2010 Hwang H, Dillon WR. Simultaneous Two-Way Clustering of Multiple Correspondence Analysis. Multivariate Behavioral Research. 45: 186-208. PMID 26789089 DOI: 10.1080/00273170903504893  0.455
2010 Hwang H, Dillon WR, Takane Y. Fuzzy Cluster Multiple Correspondence Analysis Behaviormetrika. 37: 111-133. DOI: 10.2333/Bhmk.37.111  0.677
2010 Hwang H, Takane Y. Nonlinear Generalized Structured Component Analysis Behaviormetrika. 37: 1-14. DOI: 10.2333/Bhmk.37.1  0.709
2010 Hwang H, Malhotra NK, Kim Y, Tomiuk MA, Hong S. A comparative study on parameter recovery of three approaches to structural equation modeling Journal of Marketing Research. 47: 699-712. DOI: 10.1509/Jmkr.47.4.699  0.446
2010 Hwang H, Tomiuk MA. Fuzzy clusterwise quasi-likelihood generalized linear models Advances in Data Analysis and Classification. 4: 255-270. DOI: 10.1007/S11634-010-0069-0  0.542
2010 Suk HW, Hwang H. Regularized fuzzy clusterwise ridge regression Advances in Data Analysis and Classification. 4: 35-51. DOI: 10.1007/S11634-009-0056-5  0.419
2010 Hwang H, Ho MR, Lee J. Generalized Structured Component Analysis with Latent Interactions Psychometrika. 75: 228-242. DOI: 10.1007/S11336-010-9157-5  0.504
2010 Takane Y, Jung K, Hwang H. An acceleration method for Ten Berge et al.’s algorithm for orthogonal INDSCAL Computational Statistics. 25: 409-428. DOI: 10.1007/S00180-010-0184-6  0.592
2009 Hwang H. Regularized generalized structured component analysis Psychometrika. 74: 517-530. DOI: 10.1007/S11336-009-9119-Y  0.543
2008 DeSarbo WS, Grewal R, Hwang H, Wang Q. The simultaneous identification of strategic/performance groups and underlying dimensions for assessing an industry's competitive structure Journal of Modelling in Management. 3: 220-248. DOI: 10.1108/17465660810920573  0.444
2008 Takane Y, Hwang H, Abdi H. Regularized multiple-set canonical correlation analysis Psychometrika. 73: 753-775. DOI: 10.1007/S11336-008-9065-0  0.659
2007 Hwang H, Takane Y, DeSarbo WS. Fuzzy Clusterwise Growth Curve Models via Generalized Estimating Equations: An Application to the Antisocial Behavior of Children. Multivariate Behavioral Research. 42: 233-59. PMID 26765487 DOI: 10.1080/00273170701360332  0.693
2007 Hwang H, Takane Y, Malhotra N. Multilevel Generalized Structured Component Analysis Behaviormetrika. 34: 95-109. DOI: 10.2333/Bhmk.34.95  0.684
2007 Takane Y, Hwang H. Regularized linear and kernel redundancy analysis Computational Statistics & Data Analysis. 52: 394-405. DOI: 10.1016/J.Csda.2007.02.014  0.607
2007 Hwang H, Desarbo WS, Takane Y. Fuzzy Clusterwise Generalized Structured Component Analysis Psychometrika. 72: 181-198. DOI: 10.1007/S11336-005-1314-X  0.715
2006 Takane Y, Yanai H, Hwang H. An improved method for generalized constrained canonical correlation analysis Computational Statistics & Data Analysis. 50: 221-241. DOI: 10.1016/J.Csda.2004.07.016  0.698
2006 Hwang H, Montréal H, Dillon WR, Takane Y. An Extension of Multiple Correspondence Analysis for Identifying Heterogeneous Subgroups of Respondents Psychometrika. 71: 161-171. DOI: 10.1007/S11336-004-1173-X  0.69
2005 Hwang H, Takane Y. Estimation of Growth Curve Models with Structured Error Covariances by Generalized Estimating Equations Behaviormetrika. 32: 155-163. DOI: 10.2333/Bhmk.32.155  0.683
2005 Hwang H, Takane Y. An Extended Multivariate Random-Effects Growth Curve Model Behaviormetrika. 32: 141-153. DOI: 10.2333/Bhmk.32.141  0.698
2005 Takane Y, Hwang H. An extended redundancy analysis and its applications to two practical examples Computational Statistics & Data Analysis. 49: 785-808. DOI: 10.1016/J.Csda.2004.06.004  0.727
2005 Takane Y, Hwang H. On a test of dimensionality in redundancy analysis Psychometrika. 70: 271-281. DOI: 10.1007/S11336-003-1089-X  0.644
2004 Hwang H, Takane Y. Generalized structured component analysis Psychometrika. 69: 81-99. DOI: 10.1007/Bf02295841  0.721
2004 Hwang H, Takane Y. A multivariate reduced-rank growth curve model with unbalanced data Psychometrika. 69: 65-79. DOI: 10.1007/Bf02295840  0.659
2002 Takane Y, Hwang H. Generalized Constrained Canonical Correlation Analysis Multivariate Behavioral Research. 37: 163-195. DOI: 10.1207/S15327906Mbr3702_01  0.675
2002 Hwang H, Takane Y. Generalized constrained multiple correspondence analysis Psychometrika. 67: 211-224. DOI: 10.1007/Bf02294843  0.707
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