Heungsun Hwang

Heungsun Hwang

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Heungsun Hwang

Heungsun Hwang

Publications by authors named "Heungsun Hwang"

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

BMC Med Genomics 2019 Jul 11;12(Suppl 5):100. Epub 2019 Jul 11.

Department of Statistics, Seoul National University, Seoul, Korea.

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http://dx.doi.org/10.1186/s12920-019-0517-4DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6624181PMC
July 2019

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

Int J Eat Disord 2019 06 2;52(6):669-680. Epub 2019 Mar 2.

Department of Epidemiology, Biostatistics, and Occupational Health, Faculty of Medicine, McGill University, Montreal, Quebec, Canada.

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http://dx.doi.org/10.1002/eat.23062DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6555678PMC
June 2019

Bayesian generalized structured component analysis.

Br J Math Stat Psychol 2019 May 2. Epub 2019 May 2.

McGill University, Montreal, Quebec, Canada.

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http://dx.doi.org/10.1111/bmsp.12166DOI Listing
May 2019

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

Multivariate Behav Res 2019 Jul-Aug;54(4):505-513. Epub 2019 Apr 12.

a McGill University.

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http://dx.doi.org/10.1080/00273171.2018.1540340DOI Listing
April 2019

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

Multivariate Behav Res 2019 Apr 25:1-19. Epub 2019 Apr 25.

Department of Statistics, Dongguk University , Seoul , Korea.

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https://www.tandfonline.com/doi/full/10.1080/00273171.2019.1
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http://dx.doi.org/10.1080/00273171.2019.1598837DOI Listing
April 2019

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

J Bioinform Comput Biol 2018 12 30;16(6):1840026. Epub 2018 Oct 30.

‡ Department of Statistics, Seoul National University, 1 Gwanak-ro Gwanak-gu, Seoul 08826, Republic of Korea.

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http://dx.doi.org/10.1142/S0219720018400267DOI Listing
December 2018

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

BMC Bioinformatics 2018 05 8;19(Suppl 4):79. Epub 2018 May 8.

Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul, South Korea.

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http://dx.doi.org/10.1186/s12859-018-2066-9DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5998880PMC
May 2018

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

Psychometrika 2018 03 14;83(1):1-20. Epub 2017 Feb 14.

University of Groningen, Groningen, The Netherlands.

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http://dx.doi.org/10.1007/s11336-017-9558-9DOI Listing
March 2018

Generalized Structured Component Analysis with Uniqueness Terms for Accommodating Measurement Error.

Front Psychol 2017 6;8:2137. Epub 2017 Dec 6.

Department of Educational Psychology and Leadership, Texas Tech University, Lubbock, TX, United States.

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http://dx.doi.org/10.3389/fpsyg.2017.02137DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5723672PMC
December 2017

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

Psychometrika 2017 06 8;82(2):427-441. Epub 2016 Feb 8.

University of British Columbia and British Columbia Mental Health and Addiction Research Institute, Vancouver, Canada.

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http://dx.doi.org/10.1007/s11336-015-9478-5DOI Listing
June 2017

Model Evaluation in Generalized Structured Component Analysis Using Confirmatory Tetrad Analysis.

Front Psychol 2017 30;8:916. Epub 2017 May 30.

Department of Psychology, McGill UniversityMontreal, QC, Canada.

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http://dx.doi.org/10.3389/fpsyg.2017.00916DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5447725PMC
May 2017

Two-Way Regularized Fuzzy Clustering of Multiple Correspondence Analysis.

Multivariate Behav Res 2017 Jan-Feb;52(1):31-46. Epub 2016 Nov 21.

a McGill University.

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http://dx.doi.org/10.1080/00273171.2016.1246996DOI Listing
March 2017

Functional Generalized Structured Component Analysis.

Psychometrika 2016 12 6;81(4):940-968. Epub 2016 Oct 6.

McGill University, Montreal, QC, Canada.

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http://dx.doi.org/10.1007/s11336-016-9521-1DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5471146PMC
December 2016

Pathway-based approach using hierarchical components of collapsed rare variants.

Bioinformatics 2016 09;32(17):i586-i594

Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul 151-747, Korea Department of Statistics, Seoul National University, Seoul 151-747, Korea.

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http://dx.doi.org/10.1093/bioinformatics/btw425DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5013912PMC
September 2016

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

Psychometrika 2016 06 20;81(2):565-81. Epub 2015 Feb 20.

University of British Columbia, Vancouver, Canada.

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http://dx.doi.org/10.1007/s11336-015-9440-6DOI Listing
June 2016

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

Multivariate Behav Res 2007 Apr-Jun;42(2):233-59

b Pennsylvania State University , Pennsylvania.

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http://dx.doi.org/10.1080/00273170701360332DOI Listing
January 2016

Constrained Stochastic Extended Redundancy Analysis.

Psychometrika 2015 Jun 11;80(2):516-34. Epub 2013 Dec 11.

Smeal College of Business, Pennsylvania State University, University Park, PA, 16802, USA,

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http://dx.doi.org/10.1007/s11336-013-9385-6DOI Listing
June 2015

Generalized functional extended redundancy analysis.

Psychometrika 2015 Mar 23;80(1):101-25. Epub 2013 Nov 23.

Department of Psychology, McGill University, 1205 Dr. Penfield Avenue, Montreal, Quebec, H3A 1B1, Canada,

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http://dx.doi.org/10.1007/s11336-013-9373-xDOI Listing
March 2015

Pathway-based association study of multiple candidate genes and multiple traits using structural equation models.

Genet Epidemiol 2015 Feb 30;39(2):101-13. Epub 2014 Dec 30.

Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada.

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http://doi.wiley.com/10.1002/gepi.21872
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http://dx.doi.org/10.1002/gepi.21872DOI Listing
February 2015

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

Eur Arch Psychiatry Clin Neurosci 2014 Dec 15;264(8):673-82. Epub 2013 Oct 15.

Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada,

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http://link.springer.com/10.1007/s00406-013-0460-x
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http://dx.doi.org/10.1007/s00406-013-0460-xDOI Listing
December 2014

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

Br J Math Stat Psychol 2013 May 22;66(2):308-21. Epub 2012 May 22.

McGill University, Montreal, Quebec, Canada.

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http://dx.doi.org/10.1111/j.2044-8317.2012.02052.xDOI Listing
May 2013

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

Front Hum Neurosci 2013 7;7:70. Epub 2013 Mar 7.

Clinical Neuro-pSychology Lab., Department of Psychology, Chung-Ang University Seoul, South Korea.

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http://dx.doi.org/10.3389/fnhum.2013.00070DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3590493PMC
March 2013

Functional Extended Redundancy Analysis.

Psychometrika 2012 Jul 26;77(3):524-42. Epub 2012 May 26.

Concordia University, Montreal, Canada.

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http://dx.doi.org/10.1007/s11336-012-9268-2DOI Listing
July 2012

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

Child Neuropsychol 2011 11;17(5):444-58. Epub 2011 Jul 11.

Hospital for Sick Children, University of Toronto, Neurosciences and Mental Health Research Program, Toronto, Canada.

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http://dx.doi.org/10.1080/09297049.2010.544648DOI Listing
January 2012

Simultaneous Two-Way Clustering of Multiple Correspondence Analysis.

Multivariate Behav Res 2010 Jan;45(1):186-208

b Southern Methodist University.

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http://dx.doi.org/10.1080/00273170903504893DOI Listing
January 2010