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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.
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Multivariate probit linear mixed models for multivariate longitudinal binary data.
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Dirichlet process mixture models using matrix-generalized half-t distribution.
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A Bayesian method for multinomial probit model.
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응용통계연구.
36,
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Bayesian nonparametric adjustment of confounding.
BIOMETRICS.
79,
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Robust probit linear mixed models for longitudinal binary data.
BIOMETRICAL JOURNAL.
64,
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(2022)
Comparison of tree-based ensemble models for regression.
Communications for Statistical Applications and Methods.
29,
5
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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.
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(2021)
Measuring rater bias in diagnostic tests with ordinal ratings.
STATISTICS IN MEDICINE.
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Bayesian Mixed Effects Model and Data Visualization for Understanding Item Response Time and Response Order in Open Online Assessment.
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Health effects of power plant emissions through ambient air quality.
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BAYESIAN METHODS FOR MULTIPLE MEDIATORS: RELATING PRINCIPAL STRATIFICATION AND CAUSAL MEDIATION IN THE ANALYSIS OF POWER PLANT EMISSION CONTROLS.
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Deviance information criteria for mixtures of distributions.
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION.
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Impacts of air pollution on gynecologic disease: infertility, menstrual irregularity, uterine fibroids, and endometriosis: a systematic review and commentary.
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A Bayesian semiparametric latent variable approach to causal mediation.
STATISTICS IN MEDICINE.
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A framework for Bayesian nonparametric inference for causal effects of mediation.
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Causal mediation analysis in the context of clinical research.
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수상/공훈
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)
