(B.A. & B.B.A) Sogang University, Business & History, 2006
Experience
Boston University, Assistant Professor of Biostatistics 2017.9-2019.12
Harvard University, Postdoctoral Fellow & Research Associate 2014.7-2017.8
Journal Articles
(2024)
Utilizing local likelihood in regression discontinuity design: Investigating the impact of antiretroviral therapy eligibility on retention in clinical HIV care in South Africa.
STATISTICS IN MEDICINE.
.,
.
(2024)
Multivariate probit linear mixed models for multivariate longitudinal binary data.
STATISTICS IN MEDICINE.
.,
.
(2023)
Characterizing temporal trends in populations exposed to aircraft noise around U.S. airports: 1995–2015.
JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY.
.,
.
(2023)
Dirichlet process mixture models using matrix-generalized half-t distribution.
STAT.
12,
1
(2023)
A Bayesian method for multinomial probit model.
JOURNAL OF THE KOREAN STATISTICAL SOCIETY.
52,
1
(2023)
도시공원 면적이 유아 행복감에 미치는 영향에 대한 인과관계 연구.
응용통계연구.
36,
1
(2023)
Bayesian nonparametric adjustment of confounding.
BIOMETRICS.
79,
4
(2022)
Robust probit linear mixed models for longitudinal binary data.
BIOMETRICAL JOURNAL.
64,
7
(2022)
Comparison of tree-based ensemble models for regression.
Communications for Statistical Applications and Methods.
29,
5
(2022)
Bayesian additive regression trees in spatial data analysis with sparse observations.
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION.
92,
15
(2022)
Assessing treatment benefit in the presence of placebo response using the sequential parallel comparison design.
STATISTICS IN MEDICINE.
41,
12
(2021)
Measuring rater bias in diagnostic tests with ordinal ratings.
STATISTICS IN MEDICINE.
40,
17
(2021)
Bayesian Mixed Effects Model and Data Visualization for Understanding Item Response Time and Response Order in Open Online Assessment.
Frontiers in Education.
5,
607260
(2020)
Health effects of power plant emissions through ambient air quality.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY.
183,
4
(2019)
BAYESIAN METHODS FOR MULTIPLE MEDIATORS: RELATING PRINCIPAL STRATIFICATION AND CAUSAL MEDIATION IN THE ANALYSIS OF POWER PLANT EMISSION CONTROLS.
ANNALS OF APPLIED STATISTICS.
13,
3
(2019)
Deviance information criteria for mixtures of distributions.
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION.
50,
10
(2018)
Impacts of air pollution on gynecologic disease: infertility, menstrual irregularity, uterine fibroids, and endometriosis: a systematic review and commentary.
Current Epidemiology Reports.
5,
1
(2018)
A Bayesian semiparametric latent variable approach to causal mediation.
STATISTICS IN MEDICINE.
37,
7
(2017)
A framework for Bayesian nonparametric inference for causal effects of mediation.
BIOMETRICS.
73,
2
(2016)
Causal mediation analysis in the context of clinical research.
Annals of Translational Medicine.
4,
21
Honors / Awards
Mitchell Prize (2nd place), International Society for Bayesian Analysis (2020)
Biometrics Section Paper Award, American Statistical Association (2017)
Data Analysis Competition Award (Winner), IASC (2013)
Sackler Travel Award, NSF (2015)
Boyd Harshbarger Travel Award, SRCOS (2012)
Travel Award, Centre de Recherches Mathematiques (CRM), U of Montreal (2011)
