Heungsun Hwang

发表

A Comparative Study on Parameter Recovery of Three Approaches to Structural Equation Modeling

Marc A. Tomiuk, N. Malhotra, Heungsun Hwang, 2010 .

Generalized structured component analysis

Y. Takane, Heungsun Hwang, 2004 .

Functional Generalized Structured Component Analysis

Heungsun Hwang, H. W. Suk, 2016, Psychometrika.

MULTILEVEL GENERALIZED STRUCTURED COMPONENT ANALYSIS

Y. Takane, N. Malhotra, Heungsun Hwang, 2007 .

Generalized Structured Component Analysis: A Component-Based Approach to Structural Equation Modeling

Y. Takane, Heungsun Hwang, 2014 .

Regularized linear and kernel redundancy analysis

Heungsun Hwang, Yoshio Takane, Y. Takane, 2007, Comput. Stat. Data Anal..

Generalized Constrained Canonical Correlation Analysis

Y. Takane, Heungsun Hwang, 2002 .

Regularized Multiple Correspondence Analysis

Y. Takane, Heungsun Hwang, 2006 .

A functional analysis of deception detection of a mock crime using infrared thermal imaging and the Concealed Information Test

Heungsun Hwang, H. W. Suk, K. Park, 2013, Front. Hum. Neurosci..

Generalized Functional Extended Redundancy Analysis

Jang-Han Lee, Heungsun Hwang, Yoshio Takane, 2015, Psychometrika.

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

Y. Takane, W. DeSarbo, Heungsun Hwang, 2007, Multivariate behavioral research.

Regularized Multiple-Set Canonical Correlation Analysis

Y. Takane, H. Abdi, Heungsun Hwang, 2008 .

A Comparative Study on the Performance of GSCA and CSA in Parameter Recovery for Structural Equation Models With Ordinal Observed Variables

Heungsun Hwang, Kwanghee Jung, Pavel Panko, 2018, Front. Psychol..

Regularized Generalized Structured Component Analysis

Heungsun Hwang, Heungsun Hwang, 2009 .

Bayesian Extended Redundancy Analysis: A Bayesian Approach to Component-based Regression with Dimension Reduction

Ji Yeh Choi, Minjung Kyung, Heungsun Hwang, 2020, Multivariate behavioral research.

Functional Extended Redundancy Analysis

Jang-Han Lee, Heungsun Hwang, Jooseop Lim, 2012, Psychometrika.

Out-of-bag Prediction Error: A Cross Validation Index for Generalized Structured Component Analysis

Heungsun Hwang, Kwanghee Jung, Gyeongcheol Cho, 2019, Multivariate behavioral research.

Two-Way Regularized Fuzzy Clustering of Multiple Correspondence Analysis

Ji Yeh Choi, Heungsun Hwang, Sunmee Kim, 2017, Multivariate behavioral research.

Simultaneous Two-Way Clustering of Multiple Correspondence Analysis

Heungsun Hwang, W. R. Dillon, Heungsun Hwang, 2010, Multivariate behavioral research.

FUZZY CLUSTER MULTIPLE CORRESPONDENCE ANALYSIS

Y. Takane, W. R. Dillon, Heungsun Hwang, 2010 .

Generalized constrained multiple correspondence analysis

Heungsun Hwang, Yoshio Takane, Y. Takane, 2002 .

Model Evaluation in Generalized Structured Component Analysis Using Confirmatory Tetrad Analysis

Heungsun Hwang, Ji Hoon Ryoo, Heungsun Hwang, 2017, Front. Psychol..

Generalized Structured Component Analysis with Latent Interactions

Heungsun Hwang, M. Ho, Jonathan Lee, 2010 .

Three-Way Generalized Structured Component Analysis

Ji Yeh Choi, A. Tenenhaus, Heungsun Hwang, 2017 .

Multilevel Dynamic Generalized Structured Component Analysis for Brain Connectivity Analysis in Functional Neuroimaging Data

Y. Takane, T. Woodward, Heungsun Hwang, 2016, Psychometrika.

Title A comparative study on parameter recovery of threeapproaches to structural equation modeling

N. K. Kim, N. Malhotra, Heungsun Hwang, 2018 .

The hierarchy-of-effects model and prelaunch forecasting

Heungsun Hwang, Jonathan Lee, 2019, International Journal of Market Research.

Functional Parallel Factor Analysis for Functions of One- and Two-dimensional Arguments

Ji Yeh Choi, M. Timmerman, Heungsun Hwang, 2018, Psychometrika.

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

M. Sarstedt, C. Ringle, Heungsun Hwang, 2022, Structural Equation Modeling: A Multidisciplinary Journal.

Pathway analysis of rare variants for the clustered phenotypes by using hierarchical structured components analysis

Heungsun Hwang, B. Oh, Yongkang Kim, 2019, BMC Medical Genomics.

HIERARCHICALLY STRUCTURED FUZZY C-MEANS CLUSTERING

Heungsun Hwang, Ji Yeh Choi, Hye Won Suk, 2013 .

Advances in composite-based structural equation modeling

Heungsun Hwang, Marko Sarstedt, M. Sarstedt, 2020, Behaviormetrika.

Psychology of Aesthetics , Creativity , and the Arts Identifying Style-Types in a Sample of Musical Improvisations Using Dimensional Reduction and Cluster Analysis

Patrick E. Savage, Steven Brown, A. Cohen, 2017 .

Identifying Style-Types in a Sample of Musical Improvisations Using Dimensional Reduction and Cluster Analysis.

Patrick E. Savage, Steven Brown, A. Cohen, 2016 .

Aβ-induced vulnerability propagates via the brain’s default mode network

J. Aston, S. Gauthier, J. Soucy, 2019, Nature Communications.

Redundancy Analysis

W. DeSarbo, Kamel Jedidi, Heungsun Hwang, 2016 .

[11C]Martinostat PET analysis reveals reduced HDAC I availability in Alzheimer’s disease

F. A. Schroeder, M. Chakravarty, B. Dickerson, 2022, Nature Communications.

Integrated Generalized Structured Component Analysis: On the Use of Model Fit Criteria in International Management Research

M. Sarstedt, C. Ringle, Heungsun Hwang, 2022, Management International Review.

Assessment of eating attitudes and dieting behaviors in healthy children: Confirmatory factor analysis of the Children's Eating Attitudes Test.

M. Kramer, Heungsun Hwang, Richard M. Martin, 2019, The International journal of eating disorders.

Dimension-Reduced Clustering of Functional Data via Subspace Separation

Heungsun Hwang, M. Yamamoto, 2017, Journal of Classification.

Functional Multiple-Set Canonical Correlation Analysis

Y. Takane, T. Woodward, Heungsun Hwang, 2011, Psychometrika.

Functional Extended Redundancy Analysis

Heungsun Hwang, H. W. Suk, Jooseop Lim, 2012, Psychometrika.

Dynamic GSCA (Generalized Structured Component Analysis) with Applications to the Analysis of Effective Connectivity in Functional Neuroimaging Data

Y. Takane, T. Woodward, Heungsun Hwang, 2012, Psychometrika.

Functional Generalized Structured Component Analysis

Heungsun Hwang, H. W. Suk, 2016, Psychometrika.

Structured Factor Analysis: A Data Matrix-Based Alternative Approach to Structural Equation Modeling

Heungsun Hwang, Gyeongcheol Cho, 2022, Structural Equation Modeling: A Multidisciplinary Journal.

Functional Parallel Factor Analysis for Functions of One- and Two-dimensional Arguments

Ji Yeh Choi, M. Timmerman, Heungsun Hwang, 2017, Psychometrika.

Multilevel Dynamic Generalized Structured Component Analysis for Brain Connectivity Analysis in Functional Neuroimaging Data

Y. Takane, T. Woodward, Heungsun Hwang, 2015, Psychometrika.

Generalized Functional Extended Redundancy Analysis

Y. Takane, Heungsun Hwang, H. W. Suk, 2013, Psychometrika.

A knowledge-based multivariate statistical method for examining gene-brain-behavioral/cognitive relationships: Imaging genetics generalized structured component analysis

Heungsun Hwang, J. Ryoo, M. Jin, 2021, PloS one.

Dimension-Reduced Clustering of Functional Data via Subspace Separation

Heungsun Hwang, Michio Yamamoto, Heungsun Hwang, 2017, J. Classif..

A Unified Approach to Functional Principal Component Analysis and Functional Multiple-Set Canonical Correlation

Heungsun Hwang, Ji Yeh Choi, Michio Yamamoto, 2016, Psychometrika.

A GENERAL FORMULATION OF CLUSTER ANALYSIS WITH DIMENSION REDUCTION AND SUBSPACE SEPARATION

Michio Yamamoto, Heungsun Hwang, Heungsun Hwang, 2014 .

A unified approach to multiple-set canonical correlation analysis and principal components analysis.

Heungsun Hwang, Yoshio Takane, Kwanghee Jung, 2013, The British journal of mathematical and statistical psychology.

Examining the sensory impressions, value perception, and behavioral responses of tourists: the case of floating markets in Thailand

Heungsun Hwang, Gyeongcheol Cho, Pipatpong Fakfare, 2021, Journal of Travel & Tourism Marketing.

An acceleration method for Ten Berge et al.’s algorithm for orthogonal INDSCAL

Heungsun Hwang, Yoshio Takane, Kwanghee Jung, 2010, Comput. Stat..

Pathway-based approach using hierarchical components of collapsed rare variants

Sungkyoung Choi, Taesung Park, Sungyoung Lee, 2016, Bioinform..

Competitive pathway analysis using Structural Equation Models (CPA-SEM) for gene expression data

Sungkyoung Choi, Sungyoung Lee, Taesung Park, 2015, 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

HisCoM-G×E: Hierarchical Structural Component Analysis of Gene-Based Gene–Environment Interactions

Heungsun Hwang, Iksoo Huh, T. Park, 2020, International journal of molecular sciences.

Aβ-induced vulnerability propagates via the brain’s default mode network

J. Aston, S. Gauthier, J. Soucy, 2019, Nature Communications.

Model-based recursive partitioning of extended redundancy analysis with an application to nicotine dependence among US adults.

Heungsun Hwang, Sunmee Kim, 2021, The British journal of mathematical and statistical psychology.

A concept analysis of methodological research on composite-based structural equation modeling: bridging PLSPM and GSCA

M. Sarstedt, C. Ringle, Heungsun Hwang, 2019, Behaviormetrika.

A concept analysis of methodological research on composite-based structural equation modeling: bridging PLSPM and GSCA

Heungsun Hwang, Marko Sarstedt, Christian M. Ringle, 2019, Behaviormetrika.

Estimation of Growth Curve Models with Structured Error Covariances by Generalized Estimating Equations

Y. Takane, Heungsun Hwang, 2005 .

Regularized reduced rank growth curve models

Heungsun Hwang, Yoshio Takane, Kwanghee Jung, 2011, Comput. Stat. Data Anal..

An Improved Method for Generalized Constrained Canonical Correlation Analysis

Heungsun Hwang, Yoshio Takane, Haruo Yanai, 2002, Comput. Stat. Data Anal..

Global Least Squares Path Modeling: A Full-Information Alternative to Partial Least Squares Path Modeling

Heungsun Hwang, Gyeongcheol Cho, 2020, Psychometrika.

Generalized Structured Component Analysis with Uniqueness Terms for Accommodating Measurement Error

Heungsun Hwang, Yoshio Takane, Kwanghee Jung, 2017, Front. Psychol..

An Alternative Estimation Procedure for Partial Least Squares Path Modeling

Arthur Tenenhaus, Heungsun Hwang, Yoshio Takane, 2015 .

An extended redundancy analysis and its applications to two practical examples

Heungsun Hwang, Yoshio Takane, Y. Takane, 2005, Comput. Stat. Data Anal..

A comparative evaluation of factor- and component-based structural equation modelling approaches under (in)correct construct representations.

M. Sarstedt, Heungsun Hwang, Gyeongcheol Cho, 2021, The British journal of mathematical and statistical psychology.

Fuzzy Clusterwise Generalized Structured Component Analysis

Heungsun Hwang, Yoshio Takane, Wayne S. Desarbo, 2007 .

A multivariate reduced-rank growth curve model with unbalanced data

Y. Takane, Heungsun Hwang, 2004 .

AN EXTENDED MULTIVARIATE RANDOM-EFFECTS GROWTH CURVE MODEL

Y. Takane, Heungsun Hwang, 2005 .

Inattention, working memory, and academic achievement in adolescents referred for attention deficit/hyperactivity disorder (ADHD)

Heungsun Hwang, R. Tannock, M. Toplak, 2011, Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence.

A comparative study of the predictive power of component-based approaches to structural equation modeling

M. Sarstedt, C. Ringle, Heungsun Hwang, 2022, European Journal of Marketing.

Regularized fuzzy clusterwise ridge regression

Heungsun Hwang, Hye Won Suk, Heungsun Hwang, 2010, Adv. Data Anal. Classif..

Evaluation of Prediction-Oriented Model Selection Metrics for Extended Redundancy Analysis

Heungsun Hwang, Sunmee Kim, 2022, Frontiers in Psychology.

HisCoM-GGI: Hierarchical structural component analysis of gene-gene interactions

Sungkyoung Choi, Taesung Park, Sungyoung Lee, 2018, J. Bioinform. Comput. Biol..

An Extension of Multiple Correspondence Analysis for Identifying Heterogeneous Subgroups of Respondents

Heungsun Hwang, Yoshio Takane, William R. Dillon, 2006 .

Correspondence Analysis, Multiple Correspondence Analysis and Recent Developments

Heungsun Hwang, Yoshio Takane, Marc A. Tomiuk, 2008 .

Dynamic GSCANO (Generalized Structured Canonical Correlation Analysis) with applications to the analysis of effective connectivity in functional neuroimaging data

Heungsun Hwang, Yoshio Takane, Lixing Zhou, 2016, Comput. Stat. Data Anal..

Symptom Dimensions of the Psychotic Symptom Rating Scales in Psychosis: A Multisite Study

D. Hubl, A. Mechelli, T. Woodward, 2014, Schizophrenia bulletin.

An Application of Regularized Extended Redundancy Analysis via Generalized Estimating Equations to the Study of Co-occurring Substance Use Among US Adults

Heungsun Hwang, Yongkang Kim, T. Park, 2019, Springer Proceedings in Mathematics & Statistics.

Cutoff criteria for overall model fit indexes in generalized structured component analysis

Heungsun Hwang, Marko Sarstedt, Christian M. Ringle, 2020, Journal of Marketing Analytics.

A primer on integrated generalized structured component analysis

M. Sarstedt, C. Ringle, Heungsun Hwang, 2023, European Business Review.

An approach to structural equation modeling with both factors and components: Integrated generalized structured component analysis.

Heungsun Hwang, Jessica Kay Flake, Gyeongcheol Cho, 2020, Psychological methods.

Erratum to: Multilevel Dynamic Generalized Structured Component Analysis for Brain Connectivity Analysis in Functional Neuroimaging Data

Heungsun Hwang, Yoshio Takane, Kwanghee Jung, 2016, Psychometrika.

Comparisons among several consistent estimators of structural equation models

Heungsun Hwang, Yoshio Takane, Y. Takane, 2017 .

Pathway‐Based Association Study of Multiple Candidate Genes and Multiple Traits Using Structural Equation Models

Heungsun Hwang, Aurelie Labbe, Heungsun Hwang, 2015, Genetic epidemiology.

Symptom changes in five dimensions of the Positive and Negative Syndrome Scale in refractory psychosis

W. Honer, T. Woodward, Heungsun Hwang, 2014, European Archives of Psychiatry and Clinical Neuroscience.

Advances in composite-based structural equation modeling

M. Sarstedt, Heungsun Hwang, 2020, Behaviormetrika.

Bayesian generalized structured component analysis.

Heungsun Hwang, Ji Yeh Choi, Heungsun Hwang, 2020, The British journal of mathematical and statistical psychology.

Fuzzy clusterwise quasi-likelihood generalized linear models

Heungsun Hwang, Marc A. Tomiuk, Heungsun Hwang, 2010, Adv. Data Anal. Classif..

Dynamic GSCA (Generalized Structured Component Analysis) with Applications to the Analysis of Effective Connectivity in Functional Neuroimaging Data

Heungsun Hwang, Yoshio Takane, Todd S. Woodward, 2012 .

Pathway-based approach using hierarchical components of rare variants to analyze multiple phenotypes

Sungkyoung Choi, Taesung Park, Sungyoung Lee, 2018, BMC Bioinformatics.

AComparativeStudyonParameter RecoveryofThreeApproachesto StructuralEquationModeling

Naresh K. Malhotra, Heungsun Hwang, Youngchan Kim, 2010 .

Functional Multiple-Set Canonical Correlation Analysis

Heungsun Hwang, Yoshio Takane, Todd S. Woodward, 2012 .

Two-Way Regularized Fuzzy Clustering of Multiple Correspondence Analysis

Ji Yeh Choi, Heungsun Hwang, Sunmee Kim, 2017, Multivariate behavioral research.

Simultaneous Two-Way Clustering of Multiple Correspondence Analysis

Heungsun Hwang, W. Dillon, 2010, Multivariate behavioral research.

Generalized Functional Extended Redundancy Analysis

Y. Takane, Heungsun Hwang, H. W. Suk, 2013, Psychometrika.

An extended redundancy analysis and its applications to two practical examples

Y. Takane, Heungsun Hwang, 2005, Comput. Stat. Data Anal..

Functional Parallel Factor Analysis for Functions of One- and Two-dimensional Arguments

Ji Yeh Choi, M. Timmerman, Heungsun Hwang, 2017, Psychometrika.

Inattention, working memory, and academic achievement in adolescents referred for attention deficit/hyperactivity disorder (ADHD)

Heungsun Hwang, R. Tannock, M. Toplak, 2011, Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence.

On a test of dimensionality in redundancy analysis

Y. Takane, Heungsun Hwang, 2005 .

Constrained Stochastic Extended Redundancy Analysis

Heungsun Hwang, Eelco Kappe, Wayne S DeSarbo, 2013, Psychometrika.

Using ASGSCA

Heungsun Hwang, A. Labbe, S. Grinek, 2016 .

Comparisons among several consistent estimators of structural equation models

Y. Takane, Heungsun Hwang, 2017, Behaviormetrika.

Assessment of eating attitudes and dieting behaviors in healthy children: Confirmatory factor analysis of the Children's Eating Attitudes

M. Kramer, Heungsun Hwang, Richard M. Martin, 2019 .