Edit Profile (opens in new tab) Laber, Eric B. Compute Distance To: Compute Author ID: laber.eric-b Published as: Laber, Eric B.; Laber, E. B.; Laber, Eric more...less Documents Indexed: 31 Publications since 2011, including 1 Book 1 Contribution as Editor Co-Authors: 48 Co-Authors with 31 Joint Publications 1,343 Co-Co-Authors all top 5 Co-Authors 0 single-authored 8 Davidian, Marie 8 Tsiatis, Anastasios A. 6 Kosorok, Michael R. 5 Murphy, Susan A. 5 Zhao, Yingqi 4 Lizotte, Daniel J. 3 Luckett, Daniel J. 3 Zeng, Donglin 3 Zhang, Yichi 2 Linn, Kristin A. 2 Pelham, William E. 2 Qian, Min 2 Stefanski, Leonard A. 2 Zhang, Baqun 1 Bandyopadhyay, Dipankar 1 Butler, Emily L. 1 Chakraborty, Bibhas 1 Chen, Jingxiang 1 Copeland, C. Ashley Finlen 1 Davis, Sonia M. 1 Ferguson, Bradley 1 Guan, Qi’an 1 Holloway, Shannon T. 1 Kahkoska, Anna R. 1 Kim, Siyeon 1 Lawson, Michael T. 1 Liu, Yufeng 1 Maahs, David M. 1 Mayer-Davis, Elizabeth 1 Ning, Yang 1 Palmer, Scott M. 1 Pineau, Joelle 1 Rashid, Naim U. 1 Reich, Brian James 1 Rodrigues, Paulo Canas 1 Saha, Sumona 1 Sands, Bruce E. 1 Schulte, Phillip J. 1 Shedden, Kerby A. 1 Shortreed, Susan M. 1 Song, Rui 1 Staicu, Ana-Maria 1 Tsuang, Wayne M. 1 Vock, David M. 1 Wang, Longshaokan 1 Yang, Yang 1 Yeh, Jen Jen 1 Zhang, Yunshu all top 5 Serials 9 Journal of the American Statistical Association 6 Biometrics 5 Biometrika 3 Journal of Machine Learning Research (JMLR) 2 Electronic Journal of Statistics 1 Statistical Science 1 Communications in Statistics. Simulation and Computation 1 Monographs on Statistics and Applied Probability all top 5 Fields 30 Statistics (62-XX) 6 Computer science (68-XX) 6 Biology and other natural sciences (92-XX) 4 Numerical analysis (65-XX) 1 General and overarching topics; collections (00-XX) 1 Probability theory and stochastic processes (60-XX) 1 Operations research, mathematical programming (90-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 23 Publications have been cited 369 times in 136 Documents Cited by ▼ Year ▼ A robust method for estimating optimal treatment regimes. Zbl 1258.62116Zhang, Baqun; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie 85 2012 Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions. Zbl 1284.62508Zhang, Baqun; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie 39 2013 New statistical learning methods for estimating optimal dynamic treatment regimes. Zbl 1373.62557Zhao, Ying-Qi; Zeng, Donglin; Laber, Eric B.; Kosorok, Michael R. 34 2015 \(Q\)- and \(A\)-learning methods for estimating optimal dynamic treatment regimes. Zbl 1331.62437Schulte, Phillip J.; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie 30 2014 Using decision lists to construct interpretable and parsimonious treatment regimes. Zbl 1419.62490Zhang, Yichi; Laber, Eric B.; Tsiatis, Anastasios; Davidian, Marie 21 2015 Tree-based methods for individualized treatment regimes. Zbl 1452.62821Laber, E. B.; Zhao, Y. Q. 21 2015 Doubly robust learning for estimating individualized treatment with censored data. Zbl 1345.62092Zhao, Y. Q.; Zeng, D.; Laber, E. B.; Song, R.; Yuan, M.; Kosorok, M. R. 20 2015 Dynamic treatment regimes: technical challenges and applications. Zbl 1298.62189Laber, Eric B.; Lizotte, Daniel J.; Qian, Min; Pelham, William E.; Murphy, Susan A. 19 2014 Inference for optimal dynamic treatment regimes using an adaptive \(m\)-out-of-\(n\) bootstrap scheme. Zbl 1418.62182Chakraborty, Bibhas; Laber, Eric B.; Zhao, Yingqi 15 2013 Adaptive confidence intervals for the test error in classification. Zbl 1229.62085Laber, Eric B.; Murphy, Susan A. 14 2011 Interactive model building for Q-learning. Zbl 1306.62235Laber, Eric B.; Linn, Kristin A.; Stefanski, Leonard A. 12 2014 Estimating dynamic treatment regimes in mobile health using V-learning. Zbl 1445.62279Luckett, Daniel J.; Laber, Eric B.; Kahkoska, Anna R.; Maahs, David M.; Mayer-Davis, Elizabeth; Kosorok, Michael R. 12 2020 Set-valued dynamic treatment regimes for competing outcomes. Zbl 1419.62382Laber, Eric B.; Lizotte, Daniel J.; Ferguson, Bradley 9 2014 Interpretable dynamic treatment regimes. Zbl 1409.62231Zhang, Yichi; Laber, Eric B.; Davidian, Marie; Tsiatis, Anastasios A. 9 2018 Efficient augmentation and relaxation learning for individualized treatment rules using observational data. Zbl 1484.62130Zhao, Ying-Qi; Laber, Eric B.; Ning, Yang; Saha, Sumona; Sands, Bruce E. 8 2019 Multi-objective Markov decision processes for data-driven decision support. Zbl 1433.90152Lizotte, Daniel J.; Laber, Eric B. 6 2016 Incorporating patient preferences into estimation of optimal individualized treatment rules. Zbl 1415.62088Butler, Emily L.; Laber, Eric B.; Davis, Sonia M.; Kosorok, Michael R. 4 2018 Assessing the causal effect of organ transplantation on the distribution of residual lifetime. Zbl 1285.62127Vock, David M.; Tsiatis, Anastasios A.; Davidian, Marie; Laber, Eric B.; Tsuang, Wayne M.; Copeland, C. Ashley Finlen; Palmer, Scott M. 4 2013 Functional feature construction for individualized treatment regimes. Zbl 1402.62276Laber, Eric B.; Staicu, Ana-Maria 3 2018 Rejoinder of “Dynamic treatment regimes: technical challenges and applications”. Zbl 1309.62174Laber, Eric B.; Lizotte, Daniel J.; Qian, Min; Pelham, William E.; Murphy, Susan A. 1 2014 Comment. Zbl 1373.62187Zhang, Yichi; Laber, Eric B. 1 2015 Dynamic treatment regimes. Statistical methods for precision medicine. Zbl 1473.62011Tsiatis, Anastasios A.; Davidian, Marie; Holloway, Shannon T.; Laber, Eric B. 1 2020 Estimation of dynamic treatment regimes for complex outcomes: balancing benefits and risks. Zbl 1349.62551Linn, Kristin A.; Laber, Eric B.; Stefanski, Leonard A. 1 2016 Estimating dynamic treatment regimes in mobile health using V-learning. Zbl 1445.62279Luckett, Daniel J.; Laber, Eric B.; Kahkoska, Anna R.; Maahs, David M.; Mayer-Davis, Elizabeth; Kosorok, Michael R. 12 2020 Dynamic treatment regimes. Statistical methods for precision medicine. Zbl 1473.62011Tsiatis, Anastasios A.; Davidian, Marie; Holloway, Shannon T.; Laber, Eric B. 1 2020 Efficient augmentation and relaxation learning for individualized treatment rules using observational data. Zbl 1484.62130Zhao, Ying-Qi; Laber, Eric B.; Ning, Yang; Saha, Sumona; Sands, Bruce E. 8 2019 Interpretable dynamic treatment regimes. Zbl 1409.62231Zhang, Yichi; Laber, Eric B.; Davidian, Marie; Tsiatis, Anastasios A. 9 2018 Incorporating patient preferences into estimation of optimal individualized treatment rules. Zbl 1415.62088Butler, Emily L.; Laber, Eric B.; Davis, Sonia M.; Kosorok, Michael R. 4 2018 Functional feature construction for individualized treatment regimes. Zbl 1402.62276Laber, Eric B.; Staicu, Ana-Maria 3 2018 Multi-objective Markov decision processes for data-driven decision support. Zbl 1433.90152Lizotte, Daniel J.; Laber, Eric B. 6 2016 Estimation of dynamic treatment regimes for complex outcomes: balancing benefits and risks. Zbl 1349.62551Linn, Kristin A.; Laber, Eric B.; Stefanski, Leonard A. 1 2016 New statistical learning methods for estimating optimal dynamic treatment regimes. Zbl 1373.62557Zhao, Ying-Qi; Zeng, Donglin; Laber, Eric B.; Kosorok, Michael R. 34 2015 Using decision lists to construct interpretable and parsimonious treatment regimes. Zbl 1419.62490Zhang, Yichi; Laber, Eric B.; Tsiatis, Anastasios; Davidian, Marie 21 2015 Tree-based methods for individualized treatment regimes. Zbl 1452.62821Laber, E. B.; Zhao, Y. Q. 21 2015 Doubly robust learning for estimating individualized treatment with censored data. Zbl 1345.62092Zhao, Y. Q.; Zeng, D.; Laber, E. B.; Song, R.; Yuan, M.; Kosorok, M. R. 20 2015 Comment. Zbl 1373.62187Zhang, Yichi; Laber, Eric B. 1 2015 \(Q\)- and \(A\)-learning methods for estimating optimal dynamic treatment regimes. Zbl 1331.62437Schulte, Phillip J.; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie 30 2014 Dynamic treatment regimes: technical challenges and applications. Zbl 1298.62189Laber, Eric B.; Lizotte, Daniel J.; Qian, Min; Pelham, William E.; Murphy, Susan A. 19 2014 Interactive model building for Q-learning. Zbl 1306.62235Laber, Eric B.; Linn, Kristin A.; Stefanski, Leonard A. 12 2014 Set-valued dynamic treatment regimes for competing outcomes. Zbl 1419.62382Laber, Eric B.; Lizotte, Daniel J.; Ferguson, Bradley 9 2014 Rejoinder of “Dynamic treatment regimes: technical challenges and applications”. Zbl 1309.62174Laber, Eric B.; Lizotte, Daniel J.; Qian, Min; Pelham, William E.; Murphy, Susan A. 1 2014 Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions. Zbl 1284.62508Zhang, Baqun; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie 39 2013 Inference for optimal dynamic treatment regimes using an adaptive \(m\)-out-of-\(n\) bootstrap scheme. Zbl 1418.62182Chakraborty, Bibhas; Laber, Eric B.; Zhao, Yingqi 15 2013 Assessing the causal effect of organ transplantation on the distribution of residual lifetime. Zbl 1285.62127Vock, David M.; Tsiatis, Anastasios A.; Davidian, Marie; Laber, Eric B.; Tsuang, Wayne M.; Copeland, C. Ashley Finlen; Palmer, Scott M. 4 2013 A robust method for estimating optimal treatment regimes. Zbl 1258.62116Zhang, Baqun; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie 85 2012 Adaptive confidence intervals for the test error in classification. Zbl 1229.62085Laber, Eric B.; Murphy, Susan A. 14 2011 all cited Publications top 5 cited Publications all top 5 Cited by 289 Authors 16 Song, Rui 14 Laber, Eric B. 12 Lu, Wenbin 8 Zhao, Yingqi 7 Moodie, Erica E. M. 7 Shi, Chengchun 7 Zeng, Donglin 6 Kosorok, Michael R. 5 Chakraborty, Bibhas 5 Fu, Haoda 5 Liu, Yufeng 5 Murphy, Susan A. 5 Qi, Zhengling 5 Qian, Min 4 Cheung, Ying Kuen K. 4 Ogden, Robert Todd 4 Petkova, Eva 4 Tarpey, Thaddeus 4 Tsiatis, Anastasios A. 4 Wang, Lu 3 Cui, Yifan 3 Davidian, Marie 3 Kallus, Nathan 3 Lizotte, Daniel J. 3 Luckett, Daniel J. 3 Rudin, Cynthia 3 Van der Laan, Mark Johannes 3 Wallace, Michael P. 3 Yu, Menggang 2 Ahn, Kwang Woo 2 Cai, Tianxi 2 Chen, Haoyu 2 Ertefaie, Ashkan 2 Fan, Ailin 2 Goldberg, Yair 2 Huang, Ying 2 Klasnja, Predrag 2 Li, Junlong 2 Liang, Muxuan 2 Liao, Peng 2 Luedtke, Alex 2 Luedtke, Alexander R. 2 Ma, Shuangge 2 Meng, Haomiao 2 Oslin, David W. 2 Pelham, William E. 2 Platt, Robert W. 2 Qiao, Xingye 2 Rush, A. John 2 Schaubel, Douglas E. 2 Simoneau, Gabrielle 2 Small, Dylan S. 2 Tao, Yebin 2 Taylor, Jeremy M. G. 2 Tchetgen Tchetgen, Eric J. 2 Tian, Lu 2 Uehara, Masatoshi 2 Wang, Lan 2 Wang, Yuanjia 2 Zhang, Baqun 2 Zhang, Bo 2 Zhang, Min 2 Zhang, Yichi 2 Zhu, Ruoqing 1 Alabi, Daniel 1 Almirall, Daniel 1 Angelino, Elaine 1 Bai, Xiaofei 1 Bandyopadhyay, Dipankar 1 Bowring, Mary Grace 1 Bradic, Jelena 1 Braune, Stefan 1 Brunskill, Emma 1 Businelle, Michael S. 1 Butler, Emily L. 1 Buxton, Alfred E. 1 Callegaro, Andrea 1 Carone, Marco 1 Cella, Leonardo 1 Chambaz, Antoine 1 Chen, Guanhua 1 Chen, Jingxiang 1 Chen, Minghui 1 Chen, Peng-Sheng 1 Chen, Qingxia 1 Chen, Yuan 1 Chen, Zhongyuan 1 Cheng, Bin 1 Cheng, Wenting 1 Ciarleglio, Adam 1 Claggett, Brian 1 Coffman, Donna L. 1 Cong, Xiuyu Julie 1 Cornec, Matthieu 1 Cui, Ying 1 Davidson, Karina W. 1 Davis, Sonia M. 1 Dizier, Benjamin 1 Doubleday, Kevin 1 Dudík, Miroslav ...and 189 more Authors all top 5 Cited in 30 Serials 37 Journal of the American Statistical Association 21 Biometrics 11 Electronic Journal of Statistics 11 The Annals of Applied Statistics 8 The Annals of Statistics 8 Journal of Machine Learning Research (JMLR) 6 Statistical Science 4 Lifetime Data Analysis 4 Journal of Computational and Graphical Statistics 3 Computational Statistics and Data Analysis 2 Biometrical Journal 2 Communications in Statistics. Simulation and Computation 2 Statistica Sinica 1 The Canadian Journal of Statistics 1 Journal of Econometrics 1 Journal of Statistical Planning and Inference 1 Operations Research 1 Statistics & Probability Letters 1 Statistics 1 International Journal of Approximate Reasoning 1 Communications in Statistics. Theory and Methods 1 European Journal of Operational Research 1 Journal of Statistical Computation and Simulation 1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 1 SIAM Journal on Optimization 1 Bernoulli 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Advances in Data Analysis and Classification. ADAC 1 Mathematical Programming Computation 1 Statistics Surveys all top 5 Cited in 8 Fields 128 Statistics (62-XX) 24 Computer science (68-XX) 8 Biology and other natural sciences (92-XX) 4 Operations research, mathematical programming (90-XX) 3 Probability theory and stochastic processes (60-XX) 2 Numerical analysis (65-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 History and biography (01-XX) Citations by Year