Professional Preparation
Ph.D. - Statistics
University of North Carolina at Chapel Hill - 2014
M.S. - Statistics
Seoul National University - 2009
B.S. - Statistics
Seoul National University - 2007
B.A. - Economics
Seoul National University - 2007
Research Areas
Statistical learning
High-dimensional data analysis
Model selection
Statistical genomics and epigenomics
Bioinformatics
Semiparametric models
Survival data analysis
Publications
atSNP Search: a web resource for statistically evaluating influence of human genetic variation on transcription factor binding 2019 -
Bioinformatics
atSNPInfrastructure, a case study for searching billions of records while providing significant cost savings over cloud providers 2018 -
Proceedings of 32nd IEEE International Parallel and Distributed Processing Symposium Workshops
Annotation regression for genome-wide association studies with an application to Psychiatric Genomics Consortium data 2017 -
Statistics in Biosciences
Ultra-widefield fundus autofluorescence in age-related macular degeneration 2017 -
PLOS ONE
Predicting gene expression in massively parallel reporter assays: a comparative study 2017 -
Human Mutation
Adaptive estimation with partially overlapping models 2016 -
Statistica Sinica
atSNP: transcription factor binding affinity testing for regulatory SNP detection 2015 -
Bioinformatics
Appointments
Assistant Professor of Statistics
University of Texas at Dallas [2017–Present]
Postdoctoral Research Associate
University of Wisconsin - Madison [2014–2017]