Donglin Zeng, Ph.D.
Affiliations: | 2001 | University of Michigan, Ann Arbor, Ann Arbor, MI |
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"Donglin Zeng"Parents
Sign in to add mentor| Susan A. Murphy | grad student | 2001 | University of Michigan | |
| (Adjusting for dependent censoring using high-dimensional auxiliary information.) | ||||
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Publications
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| Li C, Tian Y, Zeng D, et al. (2023) Asymptotic Properties for Cumulative Probability Models for Continuous Outcomes. Mathematics (Basel, Switzerland). 11 |
| Lou J, Wang Y, Li L, et al. (2023) Estimating individualized treatment rules for multicategory type 2 diabetes treatments using electronic health records. Statistics and Its Interface. 16: 505-515 |
| Ma H, Zeng D, Liu Y. (2023) Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments. Journal of Machine Learning Research : Jmlr. 24 |
| Gao D, Liu Y, Zeng D. (2023) Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials. Journal of Machine Learning Research : Jmlr. 23 |
| Yang S, Gao C, Zeng D, et al. (2023) Elastic integrative analysis of randomised trial and real-world data for treatment heterogeneity estimation. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 85: 575-596 |
| Butera NM, Zeng D, Heiss G, et al. (2023) Modeling longitudinal change in biomarkers using data from a complex survey sampling design: An application to the Hispanic Community Health Study/Study of Latinos. Statistics in Medicine. 42: 632-655 |
| Diao G, Ma H, Zeng D, et al. (2022) Synthesizing studies for comparing different treatment sequences in clinical trials. Statistics in Medicine |
| Wang J, Zeng D, Lin DY. (2022) Semiparametric single-index models for optimal treatment regimens with censored outcomes. Lifetime Data Analysis |
| Xu T, Chen Y, Zeng D, et al. (2022) Self-matched learning to construct treatment decision rules from electronic health records. Statistics in Medicine |
| Lee D, Yang S, Dong L, et al. (2021) Improving trial generalizability using observational studies. Biometrics |