Causal inference
Design and analysis of observational studies
Applications in medicine and social sciences
2012-2017
Ph.D. in Applied Math. (emphasis in Statistics), University of Pennsylvania
(advisors: Prof. Dylan S. Small, Bhaswar B. Bhattacharya and Paul R. Rosenbaum)
2015-2016
A.M. in Statistics, University of Pennsylvania, The Wharton School
2006-2010
B.S. in Mathematics and Economics, Seoul National University
2021.09-present Assistant Professor, Department of Statistics, Seoul National University
2020.03-2021.08 Assistant Professor, Department of Statistics, Sungkyunkwan University
2019.07-2020.02 Research Associate, Harvard T.H. Chan School of Public Health
2017.06-2019.06 Postdoctoral Research Fellow, Harvard T.H. Chan School of Public Health
Lee, K., Small, D.S., and Dominici, F. (2021). Discovering Heterogeneous Exposure Effects Using Randomization Inference in Air Pollution Studies. Journal of the American Statistical Association, 116(534), 569-580.
Fogarty, C.B., Lee, K., Kelz, R.R., and Keele, L.J. (2021). Biased Encouragements and Heterogeneous Effects in an Instrumental Variable Study of Emergency General Surgical Outcomes. Journal of the American Statistical Association, in press.
Lee, K. and Small, D. S. (2019). Estimating the malaria attributable fever fraction accounting for fever killing parasites and measurement error. Journal of the American Statistical Association, 114(525), 79-92.
Lee, K., Lorch, S. A., and Small, D. S. (2019). Sensitivity analyses for average treatment effects when outcome is censored by death in instrumental variable models. Statistics in Medicine, 38(13), 2303-2316.
Lee, K., Small, D. S. and Rosenbaum, P. R. (2018). A powerful approach to the study of moderate effect modification in observational studies. Biometrics, 74(4), 1161-1170.
Lee, K., Small, D. S., Hsu, J. Y., Silber, J. H., and Rosenbaum, P. R. (2018). Discovering effect modification in an observational study of surgical mortality at hospitals with superior nursing. Journal of the Royal Statistical Society, Series A, 181(2), 535-546.
2018
Statistics in Epidemiology (SIE) Young Investigator Award
2016-2017
Russell Ackoff Doctoral Student Fellowship Award
2015
GAPSA Research Travel Grant Award
2014
Departmental Good Teaching Award
2012-2017
Benjamin Franklin Fellowship
