Edit Profile (opens in new tab) Zeng, Donglin Co-Author Distance Author ID: zeng.donglin Published as: Zeng, Donglin; Zeng, D. Homepage: https://www.bios.unc.edu/~dzeng/ External Links: MGP Documents Indexed: 138 Publications since 2004 Co-Authors: 150 Co-Authors with 135 Joint Publications 4,185 Co-Co-Authors all top 5 Co-Authors 3 single-authored 35 Lin, Danyu 25 Wang, Yuanjia 18 Cai, Jianwen 13 Ibrahim, Joseph George 10 Kosorok, Michael R. 7 Chen, Qingxia 7 Song, Rui 7 Yin, Guosheng 5 Diao, Guoqing 5 Zhao, Yingqi 4 Chen, Huaihou 4 Chen, Minghui 4 Gao, Fei 4 Pan, Wenqin 4 Wong, Kin Yau James 3 Chen, Li 3 Chen, Tianle 3 Kim, Eunhee 3 Laber, Eric B. 3 Li, Hui 3 Liang, Baosheng 3 Lin, Xihong 3 Marder, Karen 3 Pan, Zhiying 3 Zhu, Ruoqing 2 Cao, Hongyuan 2 Chen, Yuan 2 Choi, Jaeun 2 Couper, David J. 2 Fine, Jason Peter 2 Fu, Haoda 2 Hu, Kuolung 2 Kim, Sehee 2 Li, Xiang 2 Liu, Guanghan Frank 2 Mao, Lu 2 North, Kari E. 2 Sun, Ming 2 Tan, Xianming 2 Tong, Xingwei 2 Wu, Peng 2 Xie, Shanghong 2 Xue, Xiaodong 2 Yang, Shu 1 Akacha, Mouna 1 AMGEN research group 1 Avery, C. L. 1 Boerwinkle, Eric 1 Bray, M. S. 1 Bressman, Susan 1 Chen, Guanhua 1 Chen, Jingxiang 1 Chu, Haitao 1 Churpek, Mathew M. 1 Ding, Kai 1 Divaris, Kimon 1 Dong, Lin 1 Duan, Naihua 1 Franceschini, Nora 1 Giladi, Nir 1 Ginnis, Jeannie 1 Goldberg, Yair 1 Gu, Yu 1 Guo, Shaojun 1 Herring, Amy H. 1 Heyse, Joseph F. 1 Hyun, Noorie 1 Ising, Amy 1 Jia, Beilin 1 Jia, Catherine 1 Jiang, Binyan 1 Jiang, Qi 1 Johnson, Brent A. 1 Ke, Chunlei 1 Lawson, Michael T. 1 LeBlanc, Michael L. 1 Lee, Dasom 1 Li, Chun 1 Li, Jialiang 1 Li, Lang 1 Li, Quefeng 1 Li, Yi 1 Li, Zhiguo 1 Liao, Jason J. Z. 1 Liu, Xiaoxi 1 Liu, Ying 1 Liu, Yufeng 1 Liu, Zhongkai 1 Lou, Jitong 1 Lu, Wenbin 1 Luckett, Daniel J. 1 Luo, Sheng 1 Luo, Shikai 1 Ma, Haijun 1 Mauro, Christine 1 McColgan, Peter 1 Ni, Ai 1 Olschwang, Sylviane 1 Olshan, Andrew F. 1 Orr-Urtreger, Avi ...and 50 more Co-Authors all top 5 Serials 34 Journal of the American Statistical Association 29 Biometrics 20 Biometrika 12 Statistica Sinica 10 Lifetime Data Analysis 4 The Annals of Statistics 4 Journal of Statistical Planning and Inference 4 Biostatistics 4 The Annals of Applied Statistics 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Electronic Journal of Statistics 2 Communications in Mathematics and Statistics 1 Biometrical Journal 1 Computational Statistics and Data Analysis 1 Journal of Applied Statistics 1 Journal of Machine Learning Research (JMLR) 1 Journal of Statistical Theory and Practice 1 Statistics and Its Interface 1 Sankhyā. Series B 1 Statistics in Medicine all top 5 Fields 138 Statistics (62-XX) 20 Biology and other natural sciences (92-XX) 19 Numerical analysis (65-XX) 13 Computer science (68-XX) 3 Probability theory and stochastic processes (60-XX) 1 Ordinary differential equations (34-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 106 Publications have been cited 1,325 times in 873 Documents Cited by ▼ Year ▼ Estimating individualized treatment rules using outcome weighted learning. Zbl 1443.62396 Zhao, Yingqi; Zeng, Donglin; Rush, A. John; Kosorok, Michael R. 125 2012 Efficient estimation of semiparametric transformation models for counting processes. Zbl 1108.62083 Zeng, Donglin; Lin, D. Y. 95 2006 Penalized estimating functions and variable selection in semiparametric regression models. Zbl 1471.62330 Johnson, Brent A.; Lin, D. Y.; Zeng, Donglin 63 2008 Maximum likelihood estimation in semiparametric regression models with censored data. Zbl 07555364 Zeng, D.; Lin, D. Y. 56 2007 Efficient estimation for the accelerated failure time model. Zbl 1332.62397 Zeng, Donglin; Lin, D. Y. 49 2007 A semiparametric additive rates model for recurrent event data. Zbl 1109.62110 Schaubel, Douglas E.; Zeng, Donglin; Cai, Jianwen 48 2006 Semiparametric transformation models for survival data with a cure fraction. Zbl 1119.62381 Zeng, Donglin; Yin, Guosheng; Ibrahim, Joseph G. 45 2006 New statistical learning methods for estimating optimal dynamic treatment regimes. Zbl 1373.62557 Zhao, Ying-Qi; Zeng, Donglin; Laber, Eric B.; Kosorok, Michael R. 44 2015 Semiparametric transformation models with random effects for recurrent events. Zbl 1284.62244 Zeng, Donglin; Lin, D. Y. 40 2007 Maximum likelihood estimation for semiparametric transformation models with interval-censored data. Zbl 1499.62419 Zeng, Donglin; Mao, Lu; Lin, D. Y. 34 2016 A semiparametric additive rate model for recurrent events with an informative terminal event. Zbl 1195.62152 Zeng, Donglin; Cai, Jianwen 32 2010 Efficient resampling methods for nonsmooth estimating functions. Zbl 1143.62025 Zeng, Donglin; Lin, D. Y. 31 2008 Semiparametric transformation models with random effects for joint analysis of recurrent and terminal events. Zbl 1172.62070 Zeng, Donglin; Lin, D. Y. 30 2009 Doubly robust learning for estimating individualized treatment with censored data. Zbl 1345.62092 Zhao, Y. Q.; Zeng, D.; Laber, E. B.; Song, R.; Yuan, M.; Kosorok, M. R. 29 2015 Efficient estimation of semiparametric transformation models for two-phase cohort studies. Zbl 1367.62099 Zeng, Donglin; Lin, D. Y. 28 2014 Asymptotic results for maximum likelihood estimators in joint analysis of repeated measurements and survival time. Zbl 1086.62034 Zeng, Donglin; Cai, Jianwen 28 2005 Reinforcement learning strategies for clinical trials in nonsmall cell lung cancer. Zbl 1274.62922 Zhao, Yufan; Zeng, Donglin; Socinski, Mark A.; Kosorok, Michael R. 24 2011 Reinforcement learning trees. Zbl 1374.68466 Zhu, Ruoqing; Zeng, Donglin; Kosorok, Michael R. 23 2015 Semiparametric additive risks model for interval-censored data. Zbl 1087.62106 Zeng, Donglin; Cai, Jianwen; Shen, Yu 23 2006 Power calculation for case-cohort studies with nonrare events. Zbl 1136.62070 Cai, Jianwen; Zeng, Donglin 23 2007 Maximum likelihood estimation for the proportional odds model with random effects. Zbl 1117.62456 Zeng, Donglin; Lin, D. Y.; Yin, Guosheng 21 2005 Penalized Q-learning for dynamic treatment regimens. Zbl 1415.62054 Song, Rui; Wang, Weiwei; Zeng, Donglin; Kosorok, Michael R. 20 2015 Checking semiparametric transformation models with censored data. Zbl 1241.62028 Chen, Li; Lin, D. Y.; Zeng, Donglin 20 2012 Power-transformed linear quantile regression with censored data. Zbl 1205.62093 Yin, Guosheng; Zeng, Donglin; Li, Hui 17 2008 A general asymptotic theory for maximum likelihood estimation in semiparametric regression models with censored data. Zbl 1187.62081 Zeng, Donglin; Lin, D. Y. 17 2010 On the relative efficiency of using summary statistics versus individual-level data in meta-analysis. Zbl 1205.62174 Lin, D. Y.; Zeng, D. 17 2010 Semiparametric transformation models with random effects for clustered failure time data. Zbl 1137.62019 Zeng, Donglin; Lin, D. Y.; Lin, Xihong 15 2008 Estimating marginal survival function by adjusting for dependent censoring using many covariates. Zbl 1047.62092 Zeng, Donglin 14 2004 Gamma frailty transformation models for multivariate survival times. Zbl 1163.62025 Zeng, Donglin; Chen, Qingxia; Ibrahim, Joseph G. 14 2009 Simultaneous modelling of survival and longitudinal data with an application to repeated quality of life measures. Zbl 1080.62094 Zeng, Donglin; Cai, Jianwen 13 2005 Likelihood-based inference on haplotype effects in genetic association studies. Zbl 1118.62371 Lin, D. Y.; Zeng, D. 13 2006 Maximum likelihood estimation for semiparametric regression models with multivariate interval-censored data. Zbl 07072225 Zeng, Donglin; Gao, Fei; Lin, D. Y. 12 2017 Semiparametric single-index model for estimating optimal individualized treatment strategy. Zbl 1356.62220 Song, Rui; Luo, Shikai; Zeng, Donglin; Zhang, Hao Helen; Lu, Wenbin; Li, Zhiguo 11 2017 Partially linear additive hazards regression with varying coefficients. Zbl 1205.62047 Yin, Guosheng; Li, Hui; Zeng, Donglin; Zhou, Yong 11 2008 Efficient semiparametric estimation of haplotype-disease associations in case-cohort and nested case-control studies. Zbl 1170.62407 Zeng, D.; Lin, D. Y.; Avery, C. L.; North, K. E.; Bray, M. S. 11 2006 Variable selection in semiparametric transformation models for right-censored data. Zbl 1279.62077 Liu, Xiaoxi; Zeng, Donglin 10 2013 Analysis of the proportional hazards model with sparse longitudinal covariates. Zbl 1373.62482 Cao, Hongyuan; Churpek, Mathew M.; Zeng, Donglin; Fine, Jason P. 9 2015 Additive transformation models for clustered failure time data. Zbl 1322.62293 Zeng, Donglin; Cai, Jianwen 9 2010 Estimating treatment effects with treatment switching via semicompeting risks models: an application to a colorectal cancer study. Zbl 1437.62669 Zeng, Donglin; Chen, Qingxia; Chen, Ming-Hui; Ibrahim, Joseph G.; AMGEN research group 9 2012 Sample size/power calculation for case cohort studies. Zbl 1274.62734 Cai, Jianwen; Zeng, Donglin 9 2004 Regression analysis of sparse asynchronous longitudinal data. Zbl 1414.62326 Cao, Hongyuan; Zeng, Donglin; Fine, Jason P. 8 2015 Learning optimal personalized treatment rules in consideration of benefit and risk: with an application to treating type 2 diabetes patients with insulin therapies. Zbl 1398.62349 Wang, Yuanjia; Fu, Haoda; Zeng, Donglin 8 2018 Sieve maximum likelihood estimation for regression models with covariates missing at random. Zbl 1332.62112 Chen, Qingxia; Zeng, Donglin; Ibrahim, Joseph G. 8 2007 Inference for a class of transformed hazards models. Zbl 1117.62457 Zeng, Donglin; Yin, Guosheng; Ibrahim, Joseph G. 8 2005 Variable selection for case-cohort studies with failure time outcome. Zbl 1506.62453 Ni, Ai; Cai, Jianwen; Zeng, Donglin 7 2016 Efficient semiparametric estimation of short-term and long-term hazard ratios with right-censored data. Zbl 1291.62176 Diao, Guoqing; Zeng, Donglin; Yang, Song 7 2013 Additive mixed effect model for clustered failure time data. Zbl 1274.62735 Cai, Jianwen; Zeng, Donglin 7 2011 Attributable fraction functions for censored event times. Zbl 1195.62160 Chen, Li; Lin, D. Y.; Zeng, Donglin 7 2010 Semiparametric estimation of the accelerated failure time model with partly interval-censored data. Zbl 1405.62129 Gao, Fei; Zeng, Donglin; Lin, Dan-Yu 6 2017 Robustifying trial-derived optimal treatment rules for a target population. Zbl 1418.62399 Zhao, Ying-Qi; Zeng, Donglin; Tangen, Catherine M.; Leblanc, Michael L. 5 2019 On random-effects meta-analysis. Zbl 1452.62862 Zeng, D.; Lin, D. Y. 5 2015 Estimation in semiparametric transition measurement error models for longitudinal data. Zbl 1172.62057 Pan, Wenqin; Zeng, Donglin; Lin, Xihong 5 2009 Semiparametric regression analysis of multiple right- and interval-censored events. Zbl 1428.62432 Gao, Fei; Zeng, Donglin; Couper, David; Lin, D. Y. 5 2019 Bayesian gamma frailty models for survival data with semi-competing risks and treatment switching. Zbl 1322.62114 Zhang, Yuanye; Chen, Ming-Hui; Ibrahim, Joseph G.; Zeng, Donglin; Chen, Qingxia; Pan, Zhiying; Xue, Xiaodong 5 2014 Matched learning for optimizing individualized treatment strategies using electronic health records. Zbl 1437.62660 Wu, Peng; Zeng, Donglin; Wang, Yuanjia 5 2020 Joint modeling of longitudinal and cure-survival data. Zbl 1423.62022 Kim, Sehee; Zeng, Donglin; Li, Yi; Spiegelman, Donna 4 2013 Entropy learning for dynamic treatment regimes. Zbl 1432.62364 Jiang, Binyan; Song, Rui; Li, Jialiang; Zeng, Donglin 4 2019 Adjustment for missingness using auxiliary information in semiparametric regression. Zbl 1187.62080 Zeng, Donglin; Chen, Qingxia 4 2010 Counting process-based dimension reduction methods for censored outcomes. Zbl 1506.62386 Sun, Qiang; Zhu, Ruoqing; Wang, Tao; Zeng, Donglin 3 2019 Targeted local support vector machine for age-dependent classification. Zbl 1368.62272 Chen, Tianle; Wang, Yuanjia; Chen, Huaihou; Marder, Karen; Zeng, Donglin 3 2014 Estimating time-varying effects for overdispersed recurrent events data with treatment switching. Zbl 1284.62649 Chen, Qingxia; Zeng, Donglin; Ibrahim, Joseph G.; Akacha, Mouna; Schmidli, Heinz 3 2013 An overview of semiparametric models in survival analysis. Zbl 1288.62149 Guo, Shaojun; Zeng, Donglin 3 2014 Estimating mean cost using auxiliary covariates. Zbl 1226.62121 Pan, Wenqin; Zeng, Donglin 3 2011 Proper inference for value function in high-dimensional Q-learning for dynamic treatment regimes. Zbl 1428.62246 Zhu, Wensheng; Zeng, Donglin; Song, Rui 3 2019 Joint partially linear model for longitudinal data with informative drop-outs. Zbl 1366.62223 Kim, Sehee; Zeng, Donglin; Taylor, Jeremy M. G. 3 2017 Semiparametric proportional means model for marker data contingent on recurrent event. Zbl 1322.62305 Cai, Jianwen; Zeng, Donglin; Pan, Wenqin 3 2010 Joint modeling of survival time and longitudinal outcomes with flexible random effects. Zbl 1468.62378 Choi, Jaeun; Zeng, Donglin; Olshan, Andrew F.; Cai, Jianwen 2 2018 Bayesian design of superiority clinical trials for recurrent events data with applications to bleeding and transfusion events in myelodyplastic syndrome. Zbl 1393.62055 Chen, Ming-Hui; Ibrahim, Joseph G.; Zeng, Donglin; Hu, Kuolung; Jia, Catherine 2 2014 Semiparametric inference for data with a continuous outcome from a two-phase probability-dependent sampling scheme. Zbl 1411.62090 Zhou, Haibo; Xu, Wangli; Zeng, Donglin; Cai, Jianwen 2 2014 Comment on “Dynamic treatment regimes: technical challenges and applications”. Zbl 1309.62171 Goldberg, Yair; Song, Rui; Zeng, Donglin; Kosorok, Michael R. 2 2014 Correcting for population stratification in genomewide association studies. Zbl 1229.62148 Lin, D. Y.; Zeng, D. 2 2011 Detecting disease outbreaks using local spatiotemporal methods. Zbl 1274.62921 Zhao, Yingqi; Zeng, Donglin; Herring, Amy H.; Ising, Amy; Waller, Anna; Richardson, David; Kosorok, Michael R. 2 2011 Improving trial generalizability using observational studies. Zbl 1522.62171 Lee, Dasom; Yang, Shu; Dong, Lin; Wang, Xiaofei; Zeng, Donglin; Cai, Jianwen 2 2023 Semiparametric latent-class models for multivariate longitudinal and survival data. Zbl 1486.62260 Wong, Kin Yau; Zeng, Donglin; Lin, D. Y. 2 2022 Multiple kernel learning with random effects for predicting longitudinal outcomes and data integration. Zbl 1419.62323 Chen, Tianle; Zeng, Donglin; Wang, Yuanjia 2 2015 Predictive accuracy of covariates for event times. Zbl 1437.62417 Chen, Li; Lin, D. Y.; Zeng, Donglin 2 2012 Estimation and evaluation of linear individualized treatment rules to guarantee performance. Zbl 1415.62127 Qiu, Xin; Zeng, Donglin; Wang, Yuanjia 2 2018 Penalized likelihood approach for simultaneous analysis of survival time and binary longitudinal outcome. Zbl 1383.62265 Choi, Jaeun; Cai, Jianwen; Zeng, Donglin 1 2017 Quantile regression models for current status data. Zbl 1353.62109 Ou, Fang-Shu; Zeng, Donglin; Cai, Jianwen 1 2016 Support vector hazards machine: a counting process framework for learning risk scores for censored outcomes. Zbl 1392.68370 Wang, Yuanjia; Chen, Tianle; Zeng, Donglin 1 2016 Efficient estimation of nonparametric genetic risk function with censored data. Zbl 1452.62856 Wang, Yuanjia; Liang, Baosheng; Tong, Xingwei; Marder, Karen; Bressman, Susan; Orr-Urtreger, Avi; Giladi, Nir; Zeng, Donglin 1 2015 Semiparametric transformation models for multiple continuous biomarkers in ROC analysis. Zbl 1336.62242 Kim, Eunhee; Zeng, Donglin; Zhou, Xiao-Hua 1 2015 Pair chart test for an early survival difference. Zbl 1077.62093 Yin, Guosheng; Zeng, Donglin 1 2005 Semiparametric regression analysis for composite endpoints subject to componentwise censoring. Zbl 07072420 Diao, Guoqing; Zeng, Donglin; Ke, Chunlei; Ma, Haijun; Jiang, Qi; Ibrahim, Joseph G. 1 2018 Analysis of sequence data under multivariate trait-dependent sampling. Zbl 1373.62554 Tao, Ran; Zeng, Donglin; Franceschini, Nora; North, Kari E.; Boerwinkle, Eric; Lin, Dan-Yu 1 2015 Gumbel regression models for a monotone increasing continuous biomarker subject to measurement error. Zbl 1422.62258 Hyun, Noorie; Couper, David J.; Zeng, Donglin 1 2019 Early diagnosis of neurological disease using peak degeneration ages of multiple biomarkers. Zbl 1423.62144 Gao, Fei; Wang, Yuanjia; Zeng, Donglin 1 2019 Censored quantile regression with varying coefficients. Zbl 1416.62233 Yin, Guosheng; Zeng, Donglin; Li, Hui 1 2014 Penalized nonlinear mixed effects model to identify biomarkers that predict disease progression. Zbl 1405.62163 Chen, Huaihou; Zeng, Donglin; Wang, Yuanjia 1 2017 Structural inference in transition measurement error models for longitudinal data. Zbl 1097.62098 Pan, Wenqin; Lin, Xihong; Zeng, Donglin 1 2006 Likelihood approach for marginal proportional hazards regression in the presence of dependent censoring. Zbl 1068.62100 Zeng, Donglin 1 2005 Auxiliary marker-assisted classification in the absence of class identifiers. Zbl 06195960 Wang, Yuanjia; Chen, Huaihou; Zeng, Donglin; Mauro, Christine; Duan, Naihua; Shear, M. Katherine 1 2013 Quantifying the average of the time-varying hazard ratio via a class of transformations. Zbl 1322.62263 Chen, Qingxia; Zeng, Donglin; Ibrahim, Joseph G.; Chen, Ming-Hui; Pan, Zhiying; Xue, Xiaodong 1 2015 High-dimensional precision medicine from patient-derived xenografts. Zbl 1510.62451 Rashid, Naim U.; Luckett, Daniel J.; Chen, Jingxiang; Lawson, Michael T.; Wang, Longshaokan; Zhang, Yunshu; Laber, Eric B.; Liu, Yufeng; Yeh, Jen Jen; Zeng, Donglin; Kosorok, Michael R. 1 2021 Proportional hazards model with a change point for clustered event data. Zbl 1522.62118 Deng, Yu; Zeng, Donglin; Zhao, Jinying; Cai, Jianwen 1 2017 Semiparametric regression analysis of interval-censored competing risks data. Zbl 1522.62197 Mao, Lu; Lin, Dan-Yu; Zeng, Donglin 1 2017 Learning individualized treatment rules for multiple-domain latent outcomes. Zbl 1457.62338 Chen, Yuan; Zeng, Donglin; Wang, Yuanjia 1 2021 Maximum likelihood estimation for Cox proportional hazards model with a change hyperplane. Zbl 1524.62480 Deng, Yu; Cai, Jianwen; Zeng, Donglin 1 2022 Optimal designs of two-phase studies. Zbl 1453.62608 Tao, Ran; Zeng, Donglin; Lin, Dan-Yu 1 2020 Robust score tests with missing data in genomics studies. Zbl 1428.62483 Wong, Kin Yau; Zeng, Donglin; Lin, D. Y. 1 2019 Improving trial generalizability using observational studies. Zbl 1522.62171 Lee, Dasom; Yang, Shu; Dong, Lin; Wang, Xiaofei; Zeng, Donglin; Cai, Jianwen 2 2023 Semiparametric latent-class models for multivariate longitudinal and survival data. Zbl 1486.62260 Wong, Kin Yau; Zeng, Donglin; Lin, D. Y. 2 2022 Maximum likelihood estimation for Cox proportional hazards model with a change hyperplane. Zbl 1524.62480 Deng, Yu; Cai, Jianwen; Zeng, Donglin 1 2022 High-dimensional precision medicine from patient-derived xenografts. Zbl 1510.62451 Rashid, Naim U.; Luckett, Daniel J.; Chen, Jingxiang; Lawson, Michael T.; Wang, Longshaokan; Zhang, Yunshu; Laber, Eric B.; Liu, Yufeng; Yeh, Jen Jen; Zeng, Donglin; Kosorok, Michael R. 1 2021 Learning individualized treatment rules for multiple-domain latent outcomes. Zbl 1457.62338 Chen, Yuan; Zeng, Donglin; Wang, Yuanjia 1 2021 A parsimonious personalized dose-finding model via dimension reduction. Zbl 1478.62352 Zhou, Wenzhuo; Zhu, Ruoqing; Zeng, Donglin 1 2021 Maximum likelihood estimation for semiparametric regression models with panel count data. Zbl 07459742 Zeng, Donglin; Lin, D. Y. 1 2021 Matched learning for optimizing individualized treatment strategies using electronic health records. Zbl 1437.62660 Wu, Peng; Zeng, Donglin; Wang, Yuanjia 5 2020 Optimal designs of two-phase studies. Zbl 1453.62608 Tao, Ran; Zeng, Donglin; Lin, Dan-Yu 1 2020 Identifying disease-associated biomarker network features through conditional graphical model. Zbl 1468.62419 Xie, Shanghong; Li, Xiang; McColgan, Peter; Scahill, Rachael I.; Zeng, Donglin; Wang, Yuanjia 1 2020 Time-varying hazards model for incorporating irregularly measured high-dimensional biomarkers. Zbl 1453.62731 Li, Xiang; Li, Quefeng; Zeng, Donglin; Marder, Karen; Paulsen, Jane; Wang, Yuanjia 1 2020 On using electronic health records to improve optimal treatment rules in randomized trials. Zbl 1520.62376 Wu, Peng; Zeng, Donglin; Fu, Haoda; Wang, Yuanjia 1 2020 Robustifying trial-derived optimal treatment rules for a target population. Zbl 1418.62399 Zhao, Ying-Qi; Zeng, Donglin; Tangen, Catherine M.; Leblanc, Michael L. 5 2019 Semiparametric regression analysis of multiple right- and interval-censored events. Zbl 1428.62432 Gao, Fei; Zeng, Donglin; Couper, David; Lin, D. Y. 5 2019 Entropy learning for dynamic treatment regimes. Zbl 1432.62364 Jiang, Binyan; Song, Rui; Li, Jialiang; Zeng, Donglin 4 2019 Counting process-based dimension reduction methods for censored outcomes. Zbl 1506.62386 Sun, Qiang; Zhu, Ruoqing; Wang, Tao; Zeng, Donglin 3 2019 Proper inference for value function in high-dimensional Q-learning for dynamic treatment regimes. Zbl 1428.62246 Zhu, Wensheng; Zeng, Donglin; Song, Rui 3 2019 Gumbel regression models for a monotone increasing continuous biomarker subject to measurement error. Zbl 1422.62258 Hyun, Noorie; Couper, David J.; Zeng, Donglin 1 2019 Early diagnosis of neurological disease using peak degeneration ages of multiple biomarkers. Zbl 1423.62144 Gao, Fei; Wang, Yuanjia; Zeng, Donglin 1 2019 Robust score tests with missing data in genomics studies. Zbl 1428.62483 Wong, Kin Yau; Zeng, Donglin; Lin, D. Y. 1 2019 Learning optimal personalized treatment rules in consideration of benefit and risk: with an application to treating type 2 diabetes patients with insulin therapies. Zbl 1398.62349 Wang, Yuanjia; Fu, Haoda; Zeng, Donglin 8 2018 Joint modeling of survival time and longitudinal outcomes with flexible random effects. Zbl 1468.62378 Choi, Jaeun; Zeng, Donglin; Olshan, Andrew F.; Cai, Jianwen 2 2018 Estimation and evaluation of linear individualized treatment rules to guarantee performance. Zbl 1415.62127 Qiu, Xin; Zeng, Donglin; Wang, Yuanjia 2 2018 Semiparametric regression analysis for composite endpoints subject to componentwise censoring. Zbl 07072420 Diao, Guoqing; Zeng, Donglin; Ke, Chunlei; Ma, Haijun; Jiang, Qi; Ibrahim, Joseph G. 1 2018 Maximum likelihood estimation for semiparametric regression models with multivariate interval-censored data. Zbl 07072225 Zeng, Donglin; Gao, Fei; Lin, D. Y. 12 2017 Semiparametric single-index model for estimating optimal individualized treatment strategy. Zbl 1356.62220 Song, Rui; Luo, Shikai; Zeng, Donglin; Zhang, Hao Helen; Lu, Wenbin; Li, Zhiguo 11 2017 Semiparametric estimation of the accelerated failure time model with partly interval-censored data. Zbl 1405.62129 Gao, Fei; Zeng, Donglin; Lin, Dan-Yu 6 2017 Joint partially linear model for longitudinal data with informative drop-outs. Zbl 1366.62223 Kim, Sehee; Zeng, Donglin; Taylor, Jeremy M. G. 3 2017 Penalized likelihood approach for simultaneous analysis of survival time and binary longitudinal outcome. Zbl 1383.62265 Choi, Jaeun; Cai, Jianwen; Zeng, Donglin 1 2017 Penalized nonlinear mixed effects model to identify biomarkers that predict disease progression. Zbl 1405.62163 Chen, Huaihou; Zeng, Donglin; Wang, Yuanjia 1 2017 Proportional hazards model with a change point for clustered event data. Zbl 1522.62118 Deng, Yu; Zeng, Donglin; Zhao, Jinying; Cai, Jianwen 1 2017 Semiparametric regression analysis of interval-censored competing risks data. Zbl 1522.62197 Mao, Lu; Lin, Dan-Yu; Zeng, Donglin 1 2017 Maximum likelihood estimation for semiparametric transformation models with interval-censored data. Zbl 1499.62419 Zeng, Donglin; Mao, Lu; Lin, D. Y. 34 2016 Variable selection for case-cohort studies with failure time outcome. Zbl 1506.62453 Ni, Ai; Cai, Jianwen; Zeng, Donglin 7 2016 Quantile regression models for current status data. Zbl 1353.62109 Ou, Fang-Shu; Zeng, Donglin; Cai, Jianwen 1 2016 Support vector hazards machine: a counting process framework for learning risk scores for censored outcomes. Zbl 1392.68370 Wang, Yuanjia; Chen, Tianle; Zeng, Donglin 1 2016 New statistical learning methods for estimating optimal dynamic treatment regimes. Zbl 1373.62557 Zhao, Ying-Qi; Zeng, Donglin; Laber, Eric B.; Kosorok, Michael R. 44 2015 Doubly robust learning for estimating individualized treatment with censored data. Zbl 1345.62092 Zhao, Y. Q.; Zeng, D.; Laber, E. B.; Song, R.; Yuan, M.; Kosorok, M. R. 29 2015 Reinforcement learning trees. Zbl 1374.68466 Zhu, Ruoqing; Zeng, Donglin; Kosorok, Michael R. 23 2015 Penalized Q-learning for dynamic treatment regimens. Zbl 1415.62054 Song, Rui; Wang, Weiwei; Zeng, Donglin; Kosorok, Michael R. 20 2015 Analysis of the proportional hazards model with sparse longitudinal covariates. Zbl 1373.62482 Cao, Hongyuan; Churpek, Mathew M.; Zeng, Donglin; Fine, Jason P. 9 2015 Regression analysis of sparse asynchronous longitudinal data. Zbl 1414.62326 Cao, Hongyuan; Zeng, Donglin; Fine, Jason P. 8 2015 On random-effects meta-analysis. Zbl 1452.62862 Zeng, D.; Lin, D. Y. 5 2015 Multiple kernel learning with random effects for predicting longitudinal outcomes and data integration. Zbl 1419.62323 Chen, Tianle; Zeng, Donglin; Wang, Yuanjia 2 2015 Efficient estimation of nonparametric genetic risk function with censored data. Zbl 1452.62856 Wang, Yuanjia; Liang, Baosheng; Tong, Xingwei; Marder, Karen; Bressman, Susan; Orr-Urtreger, Avi; Giladi, Nir; Zeng, Donglin 1 2015 Semiparametric transformation models for multiple continuous biomarkers in ROC analysis. Zbl 1336.62242 Kim, Eunhee; Zeng, Donglin; Zhou, Xiao-Hua 1 2015 Analysis of sequence data under multivariate trait-dependent sampling. Zbl 1373.62554 Tao, Ran; Zeng, Donglin; Franceschini, Nora; North, Kari E.; Boerwinkle, Eric; Lin, Dan-Yu 1 2015 Quantifying the average of the time-varying hazard ratio via a class of transformations. Zbl 1322.62263 Chen, Qingxia; Zeng, Donglin; Ibrahim, Joseph G.; Chen, Ming-Hui; Pan, Zhiying; Xue, Xiaodong 1 2015 Efficient estimation of semiparametric transformation models for two-phase cohort studies. Zbl 1367.62099 Zeng, Donglin; Lin, D. Y. 28 2014 Bayesian gamma frailty models for survival data with semi-competing risks and treatment switching. Zbl 1322.62114 Zhang, Yuanye; Chen, Ming-Hui; Ibrahim, Joseph G.; Zeng, Donglin; Chen, Qingxia; Pan, Zhiying; Xue, Xiaodong 5 2014 Targeted local support vector machine for age-dependent classification. Zbl 1368.62272 Chen, Tianle; Wang, Yuanjia; Chen, Huaihou; Marder, Karen; Zeng, Donglin 3 2014 An overview of semiparametric models in survival analysis. Zbl 1288.62149 Guo, Shaojun; Zeng, Donglin 3 2014 Bayesian design of superiority clinical trials for recurrent events data with applications to bleeding and transfusion events in myelodyplastic syndrome. Zbl 1393.62055 Chen, Ming-Hui; Ibrahim, Joseph G.; Zeng, Donglin; Hu, Kuolung; Jia, Catherine 2 2014 Semiparametric inference for data with a continuous outcome from a two-phase probability-dependent sampling scheme. Zbl 1411.62090 Zhou, Haibo; Xu, Wangli; Zeng, Donglin; Cai, Jianwen 2 2014 Comment on “Dynamic treatment regimes: technical challenges and applications”. Zbl 1309.62171 Goldberg, Yair; Song, Rui; Zeng, Donglin; Kosorok, Michael R. 2 2014 Censored quantile regression with varying coefficients. Zbl 1416.62233 Yin, Guosheng; Zeng, Donglin; Li, Hui 1 2014 Variable selection in semiparametric transformation models for right-censored data. Zbl 1279.62077 Liu, Xiaoxi; Zeng, Donglin 10 2013 Efficient semiparametric estimation of short-term and long-term hazard ratios with right-censored data. Zbl 1291.62176 Diao, Guoqing; Zeng, Donglin; Yang, Song 7 2013 Joint modeling of longitudinal and cure-survival data. Zbl 1423.62022 Kim, Sehee; Zeng, Donglin; Li, Yi; Spiegelman, Donna 4 2013 Estimating time-varying effects for overdispersed recurrent events data with treatment switching. Zbl 1284.62649 Chen, Qingxia; Zeng, Donglin; Ibrahim, Joseph G.; Akacha, Mouna; Schmidli, Heinz 3 2013 Auxiliary marker-assisted classification in the absence of class identifiers. Zbl 06195960 Wang, Yuanjia; Chen, Huaihou; Zeng, Donglin; Mauro, Christine; Duan, Naihua; Shear, M. Katherine 1 2013 Estimating individualized treatment rules using outcome weighted learning. Zbl 1443.62396 Zhao, Yingqi; Zeng, Donglin; Rush, A. John; Kosorok, Michael R. 125 2012 Checking semiparametric transformation models with censored data. Zbl 1241.62028 Chen, Li; Lin, D. Y.; Zeng, Donglin 20 2012 Estimating treatment effects with treatment switching via semicompeting risks models: an application to a colorectal cancer study. Zbl 1437.62669 Zeng, Donglin; Chen, Qingxia; Chen, Ming-Hui; Ibrahim, Joseph G.; AMGEN research group 9 2012 Predictive accuracy of covariates for event times. Zbl 1437.62417 Chen, Li; Lin, D. Y.; Zeng, Donglin 2 2012 Reinforcement learning strategies for clinical trials in nonsmall cell lung cancer. Zbl 1274.62922 Zhao, Yufan; Zeng, Donglin; Socinski, Mark A.; Kosorok, Michael R. 24 2011 Additive mixed effect model for clustered failure time data. Zbl 1274.62735 Cai, Jianwen; Zeng, Donglin 7 2011 Estimating mean cost using auxiliary covariates. Zbl 1226.62121 Pan, Wenqin; Zeng, Donglin 3 2011 Correcting for population stratification in genomewide association studies. Zbl 1229.62148 Lin, D. Y.; Zeng, D. 2 2011 Detecting disease outbreaks using local spatiotemporal methods. Zbl 1274.62921 Zhao, Yingqi; Zeng, Donglin; Herring, Amy H.; Ising, Amy; Waller, Anna; Richardson, David; Kosorok, Michael R. 2 2011 A semiparametric additive rate model for recurrent events with an informative terminal event. Zbl 1195.62152 Zeng, Donglin; Cai, Jianwen 32 2010 A general asymptotic theory for maximum likelihood estimation in semiparametric regression models with censored data. Zbl 1187.62081 Zeng, Donglin; Lin, D. Y. 17 2010 On the relative efficiency of using summary statistics versus individual-level data in meta-analysis. Zbl 1205.62174 Lin, D. Y.; Zeng, D. 17 2010 Additive transformation models for clustered failure time data. Zbl 1322.62293 Zeng, Donglin; Cai, Jianwen 9 2010 Attributable fraction functions for censored event times. Zbl 1195.62160 Chen, Li; Lin, D. Y.; Zeng, Donglin 7 2010 Adjustment for missingness using auxiliary information in semiparametric regression. Zbl 1187.62080 Zeng, Donglin; Chen, Qingxia 4 2010 Semiparametric proportional means model for marker data contingent on recurrent event. Zbl 1322.62305 Cai, Jianwen; Zeng, Donglin; Pan, Wenqin 3 2010 A general framework for studying genetic effects and gene-environment interactions with missing data. Zbl 1437.62501 Hu, Y. J.; Lin, D. Y.; Zeng, D. 1 2010 Semiparametric transformation models with random effects for joint analysis of recurrent and terminal events. Zbl 1172.62070 Zeng, Donglin; Lin, D. Y. 30 2009 Gamma frailty transformation models for multivariate survival times. Zbl 1163.62025 Zeng, Donglin; Chen, Qingxia; Ibrahim, Joseph G. 14 2009 Estimation in semiparametric transition measurement error models for longitudinal data. Zbl 1172.62057 Pan, Wenqin; Zeng, Donglin; Lin, Xihong 5 2009 Penalized estimating functions and variable selection in semiparametric regression models. Zbl 1471.62330 Johnson, Brent A.; Lin, D. Y.; Zeng, Donglin 63 2008 Efficient resampling methods for nonsmooth estimating functions. Zbl 1143.62025 Zeng, Donglin; Lin, D. Y. 31 2008 Power-transformed linear quantile regression with censored data. Zbl 1205.62093 Yin, Guosheng; Zeng, Donglin; Li, Hui 17 2008 Semiparametric transformation models with random effects for clustered failure time data. Zbl 1137.62019 Zeng, Donglin; Lin, D. Y.; Lin, Xihong 15 2008 Partially linear additive hazards regression with varying coefficients. Zbl 1205.62047 Yin, Guosheng; Li, Hui; Zeng, Donglin; Zhou, Yong 11 2008 Maximum likelihood estimation in semiparametric regression models with censored data. Zbl 07555364 Zeng, D.; Lin, D. Y. 56 2007 Efficient estimation for the accelerated failure time model. Zbl 1332.62397 Zeng, Donglin; Lin, D. Y. 49 2007 Semiparametric transformation models with random effects for recurrent events. Zbl 1284.62244 Zeng, Donglin; Lin, D. Y. 40 2007 Power calculation for case-cohort studies with nonrare events. Zbl 1136.62070 Cai, Jianwen; Zeng, Donglin 23 2007 Sieve maximum likelihood estimation for regression models with covariates missing at random. Zbl 1332.62112 Chen, Qingxia; Zeng, Donglin; Ibrahim, Joseph G. 8 2007 Efficient estimation of semiparametric transformation models for counting processes. Zbl 1108.62083 Zeng, Donglin; Lin, D. Y. 95 2006 A semiparametric additive rates model for recurrent event data. Zbl 1109.62110 Schaubel, Douglas E.; Zeng, Donglin; Cai, Jianwen 48 2006 Semiparametric transformation models for survival data with a cure fraction. Zbl 1119.62381 Zeng, Donglin; Yin, Guosheng; Ibrahim, Joseph G. 45 2006 Semiparametric additive risks model for interval-censored data. Zbl 1087.62106 Zeng, Donglin; Cai, Jianwen; Shen, Yu 23 2006 Likelihood-based inference on haplotype effects in genetic association studies. Zbl 1118.62371 Lin, D. Y.; Zeng, D. 13 2006 Efficient semiparametric estimation of haplotype-disease associations in case-cohort and nested case-control studies. Zbl 1170.62407 Zeng, D.; Lin, D. Y.; Avery, C. L.; North, K. E.; Bray, M. S. 11 2006 Structural inference in transition measurement error models for longitudinal data. Zbl 1097.62098 Pan, Wenqin; Lin, Xihong; Zeng, Donglin 1 2006 Asymptotic results for maximum likelihood estimators in joint analysis of repeated measurements and survival time. Zbl 1086.62034 Zeng, Donglin; Cai, Jianwen 28 2005 Maximum likelihood estimation for the proportional odds model with random effects. Zbl 1117.62456 Zeng, Donglin; Lin, D. Y.; Yin, Guosheng 21 2005 ...and 6 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 1,410 Authors 46 Sun, Liuquan 36 Zeng, Donglin 35 Sun, Jianguo 29 Shen, Pao-Sheng 27 Lu, Wenbin 20 Zhou, Yong 19 Song, Rui 17 Cai, Jianwen 16 Liu, Yanyan 14 Zhao, Xingqiu 13 Laber, Eric B. 13 Zhang, Jiajia 12 Chen, Chyong-Mei 11 Song, Xinyuan 10 Fu, Haoda 10 Kosorok, Michael R. 10 Lin, Danyu 10 Tong, Xingwei 10 Wu, Yuanshan 10 Zhao, Hui 10 Zhou, Haibo 10 Zhou, Jie 9 Cai, Tianxi 9 Chen, Yihau 9 Hu, Tao 9 Li, Shuwei 9 Wang, Yuanjia 9 Zhao, Yingqi 8 Ding, Jieli 8 Liu, Yufeng 8 Qi, Zhengling 8 Qin, Jing 8 Wang, Lan 8 Yin, Guosheng 8 Yu, Jichang 7 Choi, Sangbum 7 Ibrahim, Joseph George 7 Martinussen, Torben 7 Schaubel, Douglas E. 7 Shi, Chengchun 7 Wang, Peijie 7 Zhao, Xiaobing 6 Chen, Minghui 6 Chen, Qingxia 6 Johnson, Brent A. 6 Li, Gang 6 Lian, Heng 6 Long, Qi 6 Lu, Xuewen 6 Moodie, Erica E. M. 6 Peng, Yingwei 6 Song, Peter Xue-Kun 6 Van Keilegom, Ingrid 6 Wager, Stefan 6 Wang, Qihua 6 Yu, Menggang 6 Zheng, Ming 6 Zhou, Xian 5 Cao, Hongyuan 5 Diao, Guoqing 5 Huang, Chiung-Yu 5 Huang, Xuelin 5 Kang, Fangyuan 5 Kang, Sangwook 5 Li, Yi 5 Liu, Yi 5 Ma, Yanyuan 5 Ogden, Robert Todd 5 Pan, Yingli 5 Petkova, Eva 5 Qian, Min 5 Qiu, Zhiping 5 Tarpey, Thaddeus 5 Tseng, Yi-Kuan 5 Wang, Lianming 5 Wong, Kin Yau James 5 Zhou, Xiao-Hua Andrew 5 Zhu, Hongtu 4 Bandyopadhyay, Dipankar 4 Cao, Yongxiu 4 Chen, Xin 4 Cui, Yifan 4 Davidian, Marie 4 Du, Mingyue 4 Fan, Caiyun 4 Feng, Sanying 4 Fine, Jason Peter 4 Goldberg, Yair 4 Huang, Jian 4 Huling, Jared D. 4 Lin, Huazhen 4 Liu, Mengling 4 Nan, Bin 4 Ning, Jing 4 Peng, Limin 4 Shen, Yu 4 Tang, Niansheng 4 Tchetgen Tchetgen, Eric J. 4 Tsiatis, Anastasios A. 4 Wang, Xuan ...and 1,310 more Authors all top 5 Cited in 79 Serials 114 Biometrics 95 Lifetime Data Analysis 80 Journal of the American Statistical Association 67 Computational Statistics and Data Analysis 41 Communications in Statistics. 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Principles and Applications of Systems and Integration 1 Information Geometry 1 Graduate Journal of Mathematics all top 5 Cited in 11 Fields 861 Statistics (62-XX) 76 Numerical analysis (65-XX) 42 Biology and other natural sciences (92-XX) 38 Computer science (68-XX) 16 Probability theory and stochastic processes (60-XX) 10 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 6 Operations research, mathematical programming (90-XX) 4 Systems theory; control (93-XX) 1 General and overarching topics; collections (00-XX) 1 History and biography (01-XX) 1 Geophysics (86-XX) Citations by Year