2

Integrative learning of individualized treatment rules from multiple studies with partially overlapping treatments
Revision submitted, 2026.
Yuan Bian, Donglin Zeng, Hyun-Joon Yang, Leanne M. Williams, Yuanjia Wang
Dataset Project Dataset 2
Boosting prediction with data missing not at random
Journal of Computational and Graphical Statistics, 35(1): 406-417, 2026.
Yuan Bian, Grace Y. Yi, Wenqing He
Cite Code Dataset Project DOI arXiv
Boosting prediction with data missing not at random
Joint modeling for learning decision-making dynamics in behavioral experiments
The Annals of Applied Statistics, 19(4): 3372-3393, 2025.
Yuan Bian, Xingche Guo, Yuanjia Wang
Cite Dataset Project DOI arXiv
Joint modeling for learning decision-making dynamics in behavioral experiments
Shared hidden‑factor information framework for multiple behavioral tasks
Submitted, 2025.
Yuan Bian, Yuanjia Wang, Xingche Guo
Dataset Project
Empirical investigation of boosting with pseudo-outcome imputation for missing responses
Statistics and Computing, 35: Article 40, 2025.
Yuan Bian, Grace Y. Yi, Wenqing He
Cite Dataset Project DOI
Empirical investigation of boosting with pseudo-outcome imputation for missing responses
Physician effects in critical care: A causal inference approach through propensity weighting with parametric and super learning methods
Journal of Data Science, 23(1): 130-148, 2025.
Yuan Bian, Yu Shi, Hui Guo, Grace Y. Yi, Wenqing He
Cite Code Dataset Project DOI
Physician effects in critical care: A causal inference approach through propensity weighting with parametric and super learning methods
A unified framework of analyzing missing data and variable selection using regularized likelihood
Computational Statistics and Data Analysis, 194(6): Article 107919, 2024.
Yuan Bian, Grace Y. Yi, Wenqing He
Cite Dataset Project DOI
A unified framework of analyzing missing data and variable selection using regularized likelihood
Is 14-days a sensible quarantine length for COVID-19? Examinations of some associated issues with a case study of COVID-19 incubation times
Statistics in Biosciences, 14(1): 175-190, 2022.
Yasin Khadem Charvadeh, Grace Y. Yi, Yuan Bian, Wenqing He
Cite Dataset Project DOI
Is 14-days a sensible quarantine length for COVID-19? Examinations of some associated issues with a case study of COVID-19 incubation times