Research
Research
†: Co-first author, *: Corresponding author
(†: Co-first author, *: corresponding author)
Halabi S*, Choi T†, Garrett-Mayer E, Schilsky R, and Trippa L (2025+). Incorporating data from multiple ongoing trials for Bayesian two-stage Phase-II single-arm studies for rare cancers. Clinical Trials, Accepted
Choi T, Choi S, and Bandyopadhyay D* (2025+). Rank estimation for the accelerated failure time model with partially interval-censored data. Statistica Sinica, Accepted
Choi T, Park S, Cho H, and Choi S* (2025). Interval-censored linear quantile regression. Journal of Graphical and Computational Statistics, 34(1), 187-198.
Kim Y, Choi T, Park S, Choi S, and Bandyopadhyay D (2024). Inverse-weighted quantile regression with partially interval-censored data. Biometrical Journal, 66(8), 70001.
Lee J, Choi T, and Choi S* (2024). Censored broken adaptive ridge regression in high-dimension. Computational Statistics, 39(6), 3457-3482.
Lee H, Lee J†, Choi T, Kang J*, and Choi S* (2023). Towards Flexible Time-to-Event Modeling: Optimizing Neural Networks via Rank Regression. ECAI 2023, 372, 1340-1347.
Choi T, Lee H, and Choi S* (2023). Accountable survival contrast-learning for optimal dynamic treatment regimes. Scientific Reports, 13, 2250.
Choi S, Choi T, Lee H-Y, Han SW, and Bandyopadhyay D* (2022). Doubly-robust methods for differences in restricted mean lifetimes using pseudo-observations. Pharmaceutical Statistics, 21(6), 1185-1198.
Kim Y, Choi T, and Choi S* (2022). Exploring modern machine learning methods to improve causal-effect estimation. Communications for Statistical Applications and Methods, 29(2), 177-191.
Son M, Choi T†, Shin SJ, Jung Y, and Choi S* (2022). Regularized linear censored quantile regression. Journal of the Korean Statistical Society, 51(2), 589-607.
Choi S*, Choi T, Cho H, and Bandyopadhyay D (2022). Weighted least-squares regression with competing risks data. Statistics in Medicine, 41(2), 227-241.
Choi T, Kim AKH, and Choi S* (2021). Semiparametric least-squares regression with doubly-censored data. Computational Statistics & Data Analysis, 164, 107306.
Choi T and Choi S* (2021). A fast algorithm for the accelerated failure time model with high-dimensional time-to-event data. Journal of Statistical Computation and Simulation, 91(16), 3385-3403.