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Author ID: laber.eric-b Recent zbMATH articles by "Laber, Eric B."
Published as: Laber, Eric B.; Laber, Eric; Laber, E. B.

Publications by Year

Citations contained in zbMATH Open

29 Publications have been cited 639 times in 235 Documents Cited by Year
A robust method for estimating optimal treatment regimes. Zbl 1258.62116
Zhang, Baqun; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie
127
2012
New statistical learning methods for estimating optimal dynamic treatment regimes. Zbl 1373.62557
Zhao, Ying-Qi; Zeng, Donglin; Laber, Eric B.; Kosorok, Michael R.
58
2015
Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions. Zbl 1284.62508
Zhang, Baqun; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie
55
2013
\(Q\)- and \(A\)-learning methods for estimating optimal dynamic treatment regimes. Zbl 1331.62437
Schulte, Phillip J.; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie
48
2014
Tree-based methods for individualized treatment regimes. Zbl 1452.62821
Laber, E. B.; Zhao, Y. Q.
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.
35
2015
Dynamic treatment regimes: technical challenges and applications. Zbl 1298.62189
Laber, Eric B.; Lizotte, Daniel J.; Qian, Min; Pelham, William E.; Murphy, Susan A.
30
2014
Inference for optimal dynamic treatment regimes using an adaptive \(m\)-out-of-\(n\) bootstrap scheme. Zbl 1418.62182
Chakraborty, Bibhas; Laber, Eric B.; Zhao, Yingqi
30
2013
Using decision lists to construct interpretable and parsimonious treatment regimes. Zbl 1419.62490
Zhang, Yichi; Laber, Eric B.; Tsiatis, Anastasios; Davidian, Marie
29
2015
Estimating dynamic treatment regimes in mobile health using V-learning. Zbl 1445.62279
Luckett, Daniel J.; Laber, Eric B.; Kahkoska, Anna R.; Maahs, David M.; Mayer-Davis, Elizabeth; Kosorok, Michael R.
26
2020
Interpretable dynamic treatment regimes. Zbl 1409.62231
Zhang, Yichi; Laber, Eric B.; Davidian, Marie; Tsiatis, Anastasios A.
20
2018
Adaptive confidence intervals for the test error in classification. Zbl 1229.62085
Laber, Eric B.; Murphy, Susan A.
19
2011
Estimating optimal treatment regimes from a classification perspective. Zbl 07847463
Zhang, Baqun; Tsiatis, Anastasios A.; Davidian, Marie; Zhang, Min; Laber, Eric
17
2012
Interactive model building for Q-learning. Zbl 1306.62235
Laber, Eric B.; Linn, Kristin A.; Stefanski, Leonard A.
16
2014
Set-valued dynamic treatment regimes for competing outcomes. Zbl 1419.62382
Laber, Eric B.; Lizotte, Daniel J.; Ferguson, Bradley
14
2014
Efficient augmentation and relaxation learning for individualized treatment rules using observational data. Zbl 1484.62130
Zhao, Ying-Qi; Laber, Eric B.; Ning, Yang; Saha, Sumona; Sands, Bruce E.
12
2019
Multi-objective Markov decision processes for data-driven decision support. Zbl 1433.90152
Lizotte, Daniel J.; Laber, Eric B.
10
2016
Incorporating patient preferences into estimation of optimal individualized treatment rules. Zbl 1415.62088
Butler, Emily L.; Laber, Eric B.; Davis, Sonia M.; Kosorok, Michael R.
9
2018
Functional feature construction for individualized treatment regimes. Zbl 1402.62276
Laber, Eric B.; Staicu, Ana-Maria
7
2018
Dynamic treatment regimes. Statistical methods for precision medicine. Zbl 1473.62011
Tsiatis, Anastasios A.; Davidian, Marie; Holloway, Shannon T.; Laber, Eric B.
7
2020
Assessing the causal effect of organ transplantation on the distribution of residual lifetime. Zbl 1285.62127
Vock, David M.; Tsiatis, Anastasios A.; Davidian, Marie; Laber, Eric B.; Tsuang, Wayne M.; Copeland, C. Ashley Finlen; Palmer, Scott M.
6
2013
On sparse representation for optimal individualized treatment selection with penalized outcome weighted learning. Zbl 07847932
Song, Rui; Kosorok, Michael; Zeng, Donglin; Zhao, Yingqi; Laber, Eric; Yuan, Ming
4
2015
Estimation of dynamic treatment regimes for complex outcomes: balancing benefits and risks. Zbl 1349.62551
Linn, Kristin A.; Laber, Eric B.; Stefanski, Leonard A.
4
2016
Bayesian nonparametric policy search with application to periodontal recall intervals. Zbl 1441.62362
Guan, Qian; Reich, Brian J.; Laber, Eric B.; Bandyopadhyay, Dipankar
3
2020
Estimation and optimization of composite outcomes. Zbl 07415110
Luckett, Daniel J.; Laber, Eric B.; Kim, Siyeon; Kosorok, Michael R.
2
2021
Comment. Zbl 1373.62187
Zhang, Yichi; Laber, Eric B.
2
2015
Receiver operating characteristic curves and confidence bands for support vector machines. Zbl 1520.62276
Luckett, Daniel J.; Laber, Eric B.; El-Kamary, Samer S.; Fan, Cheng; Jhaveri, Ravi; Perou, Charles M.; Shebl, Fatma M.; Kosorok, Michael R.
2
2021
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.
2
2021
Rejoinder of “Dynamic treatment regimes: technical challenges and applications”. Zbl 1309.62174
Laber, Eric B.; Lizotte, Daniel J.; Qian, Min; Pelham, William E.; Murphy, Susan A.
1
2014
Estimation and optimization of composite outcomes. Zbl 07415110
Luckett, Daniel J.; Laber, Eric B.; Kim, Siyeon; Kosorok, Michael R.
2
2021
Receiver operating characteristic curves and confidence bands for support vector machines. Zbl 1520.62276
Luckett, Daniel J.; Laber, Eric B.; El-Kamary, Samer S.; Fan, Cheng; Jhaveri, Ravi; Perou, Charles M.; Shebl, Fatma M.; Kosorok, Michael R.
2
2021
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.
2
2021
Estimating dynamic treatment regimes in mobile health using V-learning. Zbl 1445.62279
Luckett, Daniel J.; Laber, Eric B.; Kahkoska, Anna R.; Maahs, David M.; Mayer-Davis, Elizabeth; Kosorok, Michael R.
26
2020
Dynamic treatment regimes. Statistical methods for precision medicine. Zbl 1473.62011
Tsiatis, Anastasios A.; Davidian, Marie; Holloway, Shannon T.; Laber, Eric B.
7
2020
Bayesian nonparametric policy search with application to periodontal recall intervals. Zbl 1441.62362
Guan, Qian; Reich, Brian J.; Laber, Eric B.; Bandyopadhyay, Dipankar
3
2020
Efficient augmentation and relaxation learning for individualized treatment rules using observational data. Zbl 1484.62130
Zhao, Ying-Qi; Laber, Eric B.; Ning, Yang; Saha, Sumona; Sands, Bruce E.
12
2019
Interpretable dynamic treatment regimes. Zbl 1409.62231
Zhang, Yichi; Laber, Eric B.; Davidian, Marie; Tsiatis, Anastasios A.
20
2018
Incorporating patient preferences into estimation of optimal individualized treatment rules. Zbl 1415.62088
Butler, Emily L.; Laber, Eric B.; Davis, Sonia M.; Kosorok, Michael R.
9
2018
Functional feature construction for individualized treatment regimes. Zbl 1402.62276
Laber, Eric B.; Staicu, Ana-Maria
7
2018
Multi-objective Markov decision processes for data-driven decision support. Zbl 1433.90152
Lizotte, Daniel J.; Laber, Eric B.
10
2016
Estimation of dynamic treatment regimes for complex outcomes: balancing benefits and risks. Zbl 1349.62551
Linn, Kristin A.; Laber, Eric B.; Stefanski, Leonard A.
4
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.
58
2015
Tree-based methods for individualized treatment regimes. Zbl 1452.62821
Laber, E. B.; Zhao, Y. Q.
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.
35
2015
Using decision lists to construct interpretable and parsimonious treatment regimes. Zbl 1419.62490
Zhang, Yichi; Laber, Eric B.; Tsiatis, Anastasios; Davidian, Marie
29
2015
On sparse representation for optimal individualized treatment selection with penalized outcome weighted learning. Zbl 07847932
Song, Rui; Kosorok, Michael; Zeng, Donglin; Zhao, Yingqi; Laber, Eric; Yuan, Ming
4
2015
Comment. Zbl 1373.62187
Zhang, Yichi; Laber, Eric B.
2
2015
\(Q\)- and \(A\)-learning methods for estimating optimal dynamic treatment regimes. Zbl 1331.62437
Schulte, Phillip J.; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie
48
2014
Dynamic treatment regimes: technical challenges and applications. Zbl 1298.62189
Laber, Eric B.; Lizotte, Daniel J.; Qian, Min; Pelham, William E.; Murphy, Susan A.
30
2014
Interactive model building for Q-learning. Zbl 1306.62235
Laber, Eric B.; Linn, Kristin A.; Stefanski, Leonard A.
16
2014
Set-valued dynamic treatment regimes for competing outcomes. Zbl 1419.62382
Laber, Eric B.; Lizotte, Daniel J.; Ferguson, Bradley
14
2014
Rejoinder of “Dynamic treatment regimes: technical challenges and applications”. Zbl 1309.62174
Laber, 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 1284.62508
Zhang, Baqun; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie
55
2013
Inference for optimal dynamic treatment regimes using an adaptive \(m\)-out-of-\(n\) bootstrap scheme. Zbl 1418.62182
Chakraborty, Bibhas; Laber, Eric B.; Zhao, Yingqi
30
2013
Assessing the causal effect of organ transplantation on the distribution of residual lifetime. Zbl 1285.62127
Vock, David M.; Tsiatis, Anastasios A.; Davidian, Marie; Laber, Eric B.; Tsuang, Wayne M.; Copeland, C. Ashley Finlen; Palmer, Scott M.
6
2013
A robust method for estimating optimal treatment regimes. Zbl 1258.62116
Zhang, Baqun; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie
127
2012
Estimating optimal treatment regimes from a classification perspective. Zbl 07847463
Zhang, Baqun; Tsiatis, Anastasios A.; Davidian, Marie; Zhang, Min; Laber, Eric
17
2012
Adaptive confidence intervals for the test error in classification. Zbl 1229.62085
Laber, Eric B.; Murphy, Susan A.
19
2011
all top 5

Cited by 475 Authors

27 Song, Rui
18 Laber, Eric B.
16 Lu, Wenbin
14 Moodie, Erica E. M.
12 Shi, Chengchun
12 Zhao, Yingqi
11 Zeng, Donglin
9 Fu, Haoda
9 Kosorok, Michael R.
8 Petkova, Eva
8 Qi, Zhengling
8 Tarpey, Thaddeus
7 Liu, Yufeng
7 Ogden, Robert Todd
6 Wallace, Michael P.
6 Wang, Lu
6 Yu, Menggang
5 Cai, Tianxi
5 Chakraborty, Bibhas
5 Davidian, Marie
5 Luo, Shikai
5 Murphy, Susan A.
5 Qian, Min
5 Tsiatis, Anastasios A.
5 Wang, Lan
5 Wang, Yuanjia
5 Zhu, Hongtu
4 Cheung, Ying Kuen K.
4 Goldberg, Yair
4 Kulasekera, Karunarathna B.
4 Luckett, Daniel J.
4 Qu, Annie
4 Stephens, David A.
4 Zhang, Baqun
4 Zhang, Min
4 Zhu, Ruoqing
3 Cui, Yifan
3 Ertefaie, Ashkan
3 Kallus, Nathan
3 Li, Runze
3 Lizotte, Daniel J.
3 Logan, Brent R.
3 Rudin, Cynthia
3 Shao, Jun
3 Shortreed, Susan M.
3 Siriwardhana, Chathura
3 Taylor, Jeremy M. G.
3 Tian, Lu
3 Van der Laan, Mark Johannes
3 Wager, Stefan
3 Wang, Zhaoran
3 Zhu, Wensheng
2 Ahn, Kwang Woo
2 Almirall, Daniel
2 Chen, Haoyu
2 Chen, Jingxiang
2 Ciarleglio, Adam
2 Fan, Ailin
2 Fang, Ethan X.
2 Gerds, Thomas Alexander
2 Ghosh, Trinetri
2 Huang, Xinyang
2 Huang, Ying
2 Imai, Kosuke
2 Janes, Holly E.
2 Johnson, Brent A.
2 Kahkoska, Anna R.
2 Kitagawa, Toru
2 Klasnja, Predrag
2 LeBlanc, Michael L.
2 Li, Junlong
2 Liang, Muxuan
2 Liang, Shuhan
2 Liao, Peng
2 Liu, Tiantian
2 Luedtke, Alex
2 Luedtke, Alexander R.
2 Lynch, Kevin G.
2 Ma, Shuangge
2 Ma, Yanyuan
2 Maiti, Raju
2 McKay, James R.
2 Meng, Haomiao
2 Oslin, David W.
2 Pan, Yinghao
2 Pang, Jong-Shi
2 Pelham, William E.
2 Platt, Robert W.
2 Qiao, Xingye
2 Robins, James M.
2 Rush, A. John
2 Schaubel, Douglas E.
2 Shen, Jincheng
2 Simoneau, Gabrielle
2 Small, Dylan S.
2 Smith, Maureen A.
2 Sun, Liuquan
2 Tao, Yebin
2 Tchetgen Tchetgen, Eric J.
2 Uehara, Masatoshi
...and 375 more Authors
all top 5

Cited in 44 Serials

55 Journal of the American Statistical Association
48 Biometrics
15 The Annals of Applied Statistics
14 Electronic Journal of Statistics
11 The Annals of Statistics
10 Biometrical Journal
10 Stat
8 Journal of Machine Learning Research (JMLR)
6 Statistical Science
6 Lifetime Data Analysis
5 Journal of Computational and Graphical Statistics
4 Communications in Statistics. Simulation and Computation
3 Computational Statistics and Data Analysis
3 Statistica Sinica
3 Statistical Theory and Related Fields
2 The Canadian Journal of Statistics
2 Econometrica
2 Journal of Statistical Computation and Simulation
2 Journal of Applied Statistics
2 Statistics and Computing
1 Psychometrika
1 Scandinavian Journal of Statistics
1 International Statistical Review
1 Journal of Econometrics
1 Journal of Statistical Planning and Inference
1 Operations Research
1 Statistica Neerlandica
1 Statistics & Probability Letters
1 Statistics
1 International Journal of Approximate Reasoning
1 Computational Statistics
1 Communications in Statistics. Theory and Methods
1 European Journal of Operational Research
1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
1 SIAM Journal on Optimization
1 Bernoulli
1 International Transactions in Operational Research
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
1 Bayesian Analysis
1 Journal of the Japan Statistical Society. Japanese Issue
1 Information Geometry

Citations by Year