Curriculum Vitae: Hye Won Suk, Ph.D. Printed 8/25/2016 ADDRESS Department of Psychology Arizona State University Tempe, AZ 85287-1104 Phone: (480) 965-5425 E-mail: Hyewon.Suk@asu.edu EDUCATION 2007 2013 Ph.D., Quantitative Psychology, McGill University Dissertation: Functional Generalized Structured Component Analysis 2003 2005 M.A., Quantitative Psychology, Seoul National University Thesis: Comparison of the multivariate analysis techniques for fmri data analysis: focusing on principal component analysis, independent component analysis, and factor analysis 1998 2003 B.A., Psychology, Seoul National University PROFESSIONAL EXPERIENCE 8/2013 present Assistant Professor, Department of Psychology, Arizona State University HONORS AND AWARDS 2014 Dissertation Award, Psychometric Society 2012 Travel Award, Psychometric Society 2010 Michael Quek Teaching Assistant Award, McGill University 2010 GREAT Travel Award, McGill University 2009 Michael Quek Teaching Assistant Award, McGill University EXTERNAL FUNDING Active: NIH/NIDA R01 7/1/2015 6/30/2020 Estimating Mediation Effects in Prevention Studies (Principal Investigator: David P. MacKinnon, Ph.D.) Co-Investigator 1
NIH T32 7/1/2015 6/30/2020 Research training in drug abuse/hiv prevention (Principal Investigator: Laurie Chassin, Ph.D.) Core-training faculty PUBLICATIONS (PEER REVIEWED) Suk, H. W. & Hwang, H. (Accepted). Functional Generalized Structured Component Analysis. Psychometrika. Park, J. E., Sung, S. J., Sohn, J. H., Suk, H. W., Cho, S-J., Hahm, B-J. & Cho, M. J. (2016). Association between personality traits and mental health outcomes in older adults with lif etime trauma exposure: A nationwide community sample. International Psychogeriatrics, 28, 1533-1543. Park, J. E., Sohn, J. H., Sung, S. J., Suk, H. W., & Cho, M. J. (2015). General similarities but consistent differences between early- and late-onset depression among Korean adults aged 40 and older. Journal of Nervous and Mental Disease, 203, 617-625. Park, J. E., Cho, S-J., Lee, J-Y., Sohn, J. H., Seong, S. J., Suk, H. W., & Cho, M. J. (2015). Impact of stigma on use of mental health services by elderly Koreans. Social Psychiatry and Psychiatric Epidemiology, 50, 757-766. Hwang, H., Suk, H. W., Takane, Y., Lee, J-H, & Lim, J. (2015). Generalized Functional Extended Redundancy Analysis. Psychometrika, 80, 101-125. Tan, T., Suk, H. W., Hwang, H., & Lim, J. (2013). Functional Fuzzy Clusterwise Regression Analysis. Advances in Data Analysis and Classification, 7, 57-82. Suk, H. W., Choi, J. Y., & Hwang, H. (2013). Hierarchically Structured Fuzzy C-Means Clustering. Behaviormetrika, 40, 1-17. Park, K. K., Suk, H. W., Hwang, H., & Lee, J-H. (2013). A Functional Analysis of Deception Detection of a Mock Crime using Infrared Thermal Imaging and the Concealed Information Test. Frontiers in Human Neuroscience, 7: 70. Hwang, H., Suk, H. W., Lee, J-H., Moskowitz, D. S., & Lim, J. (2012). Functional Extended Redundancy Analysis, Psychometrika, 77, 524-542. 2
Suk, H. W., & Hwang, H. (2010). Regularized Fuzzy Clusterwise Ridge Regression. Advances in Data Analysis and Classification, 4, 35-51. MANUSCRIPTS UNDER EDITORIAL REVIEW ** Italicized names represent student authors Fabricius, W. V., Gonzales, C. R., Pesch, A., Frederick, T., Suk, H. W., & Kupfer, A. S. Absence of Construct Validity in Standard False Belief Tasks. Valente, M. J., MacKinnon, D. P., & Suk, H. W. A Functional Data Approach to Longitudinal Modeling of National Hockey League Data. Lee, H., Kim, D-Y, Suk, H. W., Hwang, H., & Lee, J-H. Classification of innocent or guilty with psychophysiological components based on a functional principal components analysis. INVITED TALKS AND CONFERENCE PRESENTATIONS Suk, H. W. & Hwang, H. (2016, July). Functional Generalized Structured Component Analysis. Paper presented at the International Congress of Psychology, Yokohama, Japan. Ward, K.L. & Suk, H.W. (2016, July). Handling sparse and missing data using functional mixed-effects models. Talk given at the 2016 International Meeting of the Psychometric Society, Ashville, NC. Ward, K.L. & Suk, H.W. (2016, May). Handling sparse and missing data in estimating growth trajectories: a functional mixed effects model approach. Poster presented at the 2016 Annual Modern Modeling Methods Conference, Storrs, CT. Suk, H. W. (2015, December). Functional Generalized Structured Component Analysis: Representing the Temporal Structure of Intensive Streams of Data. Invited talk at Guest Colloquium at the Department of Psychology, University of Zurich, Zurich, Switzerland. Valente, M. J., & Suk, H. W. (2015, September). Analyzing predictors of total points in regular season in the National Hockey League: A functional data approach. Paper presented at 2015 New England Symposium on Statistics in Sports, Cambridge, MA. 3
Ward, K. L., & Suk, H. W. (2015, July). A comparison of different approaches to handling missing data in functional data analysis. Paper presented at the 2015 International Meeting of the Psychometric Society, Beijing, China. Suk, H. W., & Hwang, H. (2015, May). Functional data analysis for the analysis of intensive longitudinal data and related factors. Paper presented at the 27 th annual convention of Association for Psychological Science; New York City, NY. Suk, H. W. (2015, March). EM algorithm. Invited Talk at the Quantitative Brownbag Meeting, Arizona State University. Suk, H. W. (2014, September). Functional data analysis for the analysis of developmental trajectories and related factors. Paper presented at the Society for Research in Child Development: Developmental Methodology meeting, San Diego, CA. Suk, H. W. (2014, July). Functional generalized structured component analysis. Dissertation award address at the 2014 International Meeting of the Psychometric Society, Madison, WI. Suk, H. W., & Hwang, H. (2014, May). Functional generalized structured component analysis. Paper presented at Partial Least Squares and Related Methods conference, Paris, France. Kim, D. Y., Suk, H. W., Cho, S., Hwang, H., & Lee, J-H. (2013, July). Predicting factors of discrimination between guilty and innocent: Using a functional data analysis. Paper presented at the 2013 Meeting of the International Society for the Study of Individual Difference, Barcelona, Spain. Suk, H. W. (2013, June). From Multivariate Analysis to Functional Data Analysis. Invited Talk at Psychology Colloquium, Seoul National University, Seoul, Korea. Suk, H. W. (2013, May). Component-Based Approaches to Structural Equation Modeling. Paper presented at the Conference of the Korean Association for Survey Research, Seoul, Korea. Suk, H. W., & Hwang, H. (2012, July). Kernel Generalized Structured Component Analysis. Paper presented at the 2012 International Meeting of the Psychometric Society, Lincoln, NE. Suk, H. W., & Hwang, H. (2012, May). Kernel Generalized Structured Component Analysis. Paper presented at the 7 th International Conference on Partial Least Squares & Related methods, Houston, TX. 4
Hwang, H., Suk, H. W., Lee, J-H., & Moskowitz, D. S. (2011, July). Functional Extended Redundancy Analysis. Paper presented at the 2011 International Meeting of the Psychometric Society, Tai Po, Hong Kong. Suk, H. W., & Hwang, H. (2010, July). Lasso Generalized Structured Component Analysis. Paper presented at the 2010 International Meeting of the Psychometric Society, Athens, GA. Suk, H. W., & Hwang, H. (2009, July). Regularized Fuzzy Clusterwise Ridge Regression. Paper presented at the 2009 International Meeting of the Psychometric Society, Cambridge, England. Hwang, H., & Suk, H. W. (2008, July). Fuzzy Clusterwise Partial Least Squares Regression. Paper presented at the 2008 International Meeting of the Psychometric Society, Durham, NH. Suk, H. W., & Kim, C. (2006, July). Comparing Multivariate Techniques for fmri Data Analysis: A Simulation Study. Paper presented at the 5 th International Conference of the Cognitive Science, Vancouver, BC. Suk, H. W., & Kim, C. (2006, June). Comparison of the Multivariate Analysis Techniques for fmri Data Analysis: Focusing on Principal Component Analysis, Independent Component Analysis, and Factor Analysis. Poster presented at the 2006 International Meeting of the Psychometric Society, Montreal, QC. WORKSHOPS AND GUEST LECTURES Suk, H. W. (2016, June). Multilevel Models for Behavioral Research. Summer Workshop at the Department of Psychology, Yonsei University, Seoul, Korea. Suk, H. W. (2016, June). Splines and Smoothing. APA Advanced Training Institute: Exploratory Data Mining, Arizona State University, AZ. Suk, H. W. (2014, February). Functional Mediation: Mediation Analysis with Functional Data. Invited talk at the Dynamic Mediation workshop, Arizona State University, AZ. Suk, H. W. (2013, November). Mediation Analysis with Functional Data. Guest lecture in Mediation Analysis class, Arizona State University, AZ. 5
Suk, H. W. (2013, July). Functional Data Analysis. Functional Data Analysis Workshop, Sungkyunkwan University, Seoul, Korea. TEACHING AND SUPERVISORY EXPERIENCE Graduate courses: PSY591 Quantitative Seminar (Spring 2014) PSY591 Analysis of Functional Data (Spring 2015) PSY539 Multilevel Models for Psychological Research (Fall 2015, Fall 2016) Undergraduate courses: PSY230 Introduction to Statistics (Spring 2014, Fall 2014, Spring 2015, Spring 2016) Service on graduate student committee: Kimberly Lynn Ward Go Woon Suh Ingrid Carlson Wurpts Katerina Marcoulides Matthew J. Valente Phillip Small Heather Gunn Alexandra Ingram Primary Advisor Dissertation Comprehensive Exam, Dissertation Comprehensive Exam Comprehensive Exam Comprehensive Exam Master s Thesis Master s Thesis SERVICE ACTIVITIES Departmental Service: Search Committee, Quantitative Position (2015-2016). Search Committee, Computational Neuroscience Position (2014-2015). Ad-hoc Reviewer: Psychometrika Multivariate Behavioral Research Journal of Multivariate Analysis Advances in Data Analysis and Classification Developmental Psychology Korean Journal of Psychology: General Korean Journal of Clinical Psychology 6
PROFESSIONAL SOCIETY MEMBERSHIP Psychometric Society Society for Child Development Association of Psychological Science 7