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Laber, Eric B.

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Author ID: laber.eric-b Recent zbMATH articles by "Laber, Eric B."
Published as: Laber, Eric B.; Laber, E. B.; Laber, Eric
Documents Indexed: 28 Publications since 2011

Publications by Year

Citations contained in zbMATH Open

22 Publications have been cited 278 times in 107 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
62
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.
29
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
28
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
24
2014
Tree-based methods for individualized treatment regimes. Zbl 1452.62821
Laber, E. B.; Zhao, Y. Q.
16
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.
15
2014
Using decision lists to construct interpretable and parsimonious treatment regimes. Zbl 1419.62490
Zhang, Yichi; Laber, Eric B.; Tsiatis, Anastasios; Davidian, Marie
14
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.
14
2015
Adaptive confidence intervals for the test error in classification. Zbl 1229.62085
Laber, Eric B.; Murphy, Susan A.
13
2011
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
13
2013
Interactive model building for Q-learning. Zbl 1306.62235
Laber, Eric B.; Linn, Kristin A.; Stefanski, Leonard A.
9
2014
Set-valued dynamic treatment regimes for competing outcomes. Zbl 1419.62382
Laber, Eric B.; Lizotte, Daniel J.; Ferguson, Bradley
7
2014
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.
7
2020
Interpretable dynamic treatment regimes. Zbl 1409.62231
Zhang, Yichi; Laber, Eric B.; Davidian, Marie; Tsiatis, Anastasios A.
6
2018
Efficient augmentation and relaxation learning for individualized treatment rules using observational data. Zbl 07049767
Zhao, Ying-Qi; Laber, Eric B.; Ning, Yang; Saha, Sumona; Sands, Bruce E.
5
2019
Multi-objective Markov decision processes for data-driven decision support. Zbl 1433.90152
Lizotte, Daniel J.; Laber, Eric B.
4
2016
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.
4
2013
Functional feature construction for individualized treatment regimes. Zbl 1402.62276
Laber, Eric B.; Staicu, Ana-Maria
3
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.
2
2018
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
Comment. Zbl 1373.62187
Zhang, Yichi; Laber, Eric B.
1
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.
1
2016
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.
7
2020
Efficient augmentation and relaxation learning for individualized treatment rules using observational data. Zbl 07049767
Zhao, Ying-Qi; Laber, Eric B.; Ning, Yang; Saha, Sumona; Sands, Bruce E.
5
2019
Interpretable dynamic treatment regimes. Zbl 1409.62231
Zhang, Yichi; Laber, Eric B.; Davidian, Marie; Tsiatis, Anastasios A.
6
2018
Functional feature construction for individualized treatment regimes. Zbl 1402.62276
Laber, Eric B.; Staicu, Ana-Maria
3
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.
2
2018
Multi-objective Markov decision processes for data-driven decision support. Zbl 1433.90152
Lizotte, Daniel J.; Laber, Eric B.
4
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.
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.
29
2015
Tree-based methods for individualized treatment regimes. Zbl 1452.62821
Laber, E. B.; Zhao, Y. Q.
16
2015
Using decision lists to construct interpretable and parsimonious treatment regimes. Zbl 1419.62490
Zhang, Yichi; Laber, Eric B.; Tsiatis, Anastasios; Davidian, Marie
14
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.
14
2015
Comment. Zbl 1373.62187
Zhang, Yichi; Laber, Eric B.
1
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
24
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.
15
2014
Interactive model building for Q-learning. Zbl 1306.62235
Laber, Eric B.; Linn, Kristin A.; Stefanski, Leonard A.
9
2014
Set-valued dynamic treatment regimes for competing outcomes. Zbl 1419.62382
Laber, Eric B.; Lizotte, Daniel J.; Ferguson, Bradley
7
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
28
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
13
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.
4
2013
A robust method for estimating optimal treatment regimes. Zbl 1258.62116
Zhang, Baqun; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie
62
2012
Adaptive confidence intervals for the test error in classification. Zbl 1229.62085
Laber, Eric B.; Murphy, Susan A.
13
2011
all top 5

Cited by 227 Authors

14 Song, Rui
12 Lu, Wenbin
11 Laber, Eric B.
7 Zhao, Yingqi
6 Moodie, Erica E. M.
6 Shi, Chengchun
5 Chakraborty, Bibhas
5 Zeng, Donglin
4 Kosorok, Michael R.
4 Liu, Yufeng
4 Murphy, Susan A.
4 Qi, Zhengling
4 Qian, Min
4 Tsiatis, Anastasios A.
3 Cheung, Ying Kuen K.
3 Davidian, Marie
3 Fu, Haoda
3 Lizotte, Daniel J.
3 Rudin, Cynthia
2 Ahn, Kwang Woo
2 Cai, Tianxi
2 Chen, Haoyu
2 Ertefaie, Ashkan
2 Fan, Ailin
2 Goldberg, Yair
2 Huang, Ying
2 Kallus, Nathan
2 Li, Junlong
2 Luedtke, Alex
2 Luedtke, Alexander R.
2 Ma, Shuangge
2 Ogden, Robert Todd
2 Oslin, David W.
2 Pelham, William E.
2 Petkova, Eva
2 Rush, A. John
2 Schaubel, Douglas E.
2 Small, Dylan S.
2 Tao, Yebin
2 Tarpey, Thaddeus
2 Taylor, Jeremy M. G.
2 Tian, Lu
2 Van der Laan, Mark Johannes
2 Wallace, Michael P.
2 Wang, Lan
2 Wang, Lu
2 Wang, Yuanjia
2 Zhang, Yichi
1 Alabi, Daniel
1 Almirall, Daniel
1 Angelino, Elaine
1 Bai, Xiaofei
1 Bandyopadhyay, Dipankar
1 Bradic, Jelena
1 Braune, Stefan
1 Brunskill, Emma
1 Butler, Emily L.
1 Buxton, Alfred E.
1 Callegaro, Andrea
1 Carone, Marco
1 Chambaz, Antoine
1 Chen, Guanhua
1 Chen, Minghui
1 Chen, Peng-Sheng
1 Chen, Qingxia
1 Chen, Yuan
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, Yifan
1 Cui, Ying
1 Davidson, Karina W.
1 Davis, Sonia M.
1 Dizier, Benjamin
1 Dudík, Miroslav
1 Dziak, John J.
1 Erhan, Dumitru
1 Ertekin, Seyda
1 Ferguson, Bradley
1 Fong, Youyi
1 Foster, Jared C.
1 Ghate, Archis
1 Ghosh, Palash
1 Gong, Qi
1 Guan, Qi’an
1 Guo, Wenchuan
1 He, Kevin X.
1 He, Yizeng
1 Hobbs, Brian P.
1 Hong, Han
1 Hothorn, Torsten
1 Hsu, Jesse Y.
1 Hu, Xinyu
1 Hu, Yang
1 Imai, Kosuke
1 Janes, Holly
...and 127 more Authors

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