Year |
Citation |
Score |
2023 |
Manschot C, Laber E, Davidian M. Interim monitoring of sequential multiple assignment randomized trials using partial information. Biometrics. PMID 36896962 DOI: 10.1111/biom.13854 |
0.363 |
|
2021 |
Luckett DJ, Laber EB, Kim S, Kosorok MR. Estimation and Optimization of Composite Outcomes. Journal of Machine Learning Research : Jmlr. 22. PMID 34733120 |
0.338 |
|
2021 |
Rashid NU, Luckett DJ, Chen J, Lawson MT, Wang L, Zhang Y, Laber EB, Liu Y, Yeh JJ, Zeng D, Kosorok MR. High-Dimensional Precision Medicine From Patient-Derived Xenografts. Journal of the American Statistical Association. 116: 1140-1154. PMID 34548714 DOI: 10.1080/01621459.2020.1828091 |
0.567 |
|
2020 |
Guan Q, Reich BJ, Laber EB, Bandyopadhyay D. Bayesian Nonparametric Policy Search with Application to Periodontal Recall Intervals. Journal of the American Statistical Association. 115: 1066-1078. PMID 33012901 DOI: 10.1080/01621459.2019.1660169 |
0.42 |
|
2020 |
Luckett DJ, Laber EB, Kahkoska AR, Maahs DM, Mayer-Davis E, Kosorok MR. Estimating Dynamic Treatment Regimes in Mobile Health Using V-learning. Journal of the American Statistical Association. 115: 692-706. PMID 32952236 DOI: 10.1080/01621459.2018.1537919 |
0.485 |
|
2020 |
Luckett DJ, Laber EB, El-Kamary SS, Fan C, Jhaveri R, Perou CM, Shebl FM, Kosorok MR. Receiver operating characteristic curves and confidence bands for support vector machines. Biometrics. PMID 32865820 DOI: 10.1111/Biom.13365 |
0.33 |
|
2020 |
Dong L, Laber E, Goldberg Y, Song R, Yang S. Ascertaining properties of weighting in the estimation of optimal treatment regimes under monotone missingness. Statistics in Medicine. PMID 32729973 DOI: 10.1002/Sim.8678 |
0.497 |
|
2019 |
Hu W, Laber EB, Barker C, Stefanski LA. Assessing Tuning Parameter Selection Variability in Penalized Regression. Technometrics : a Journal of Statistics For the Physical, Chemical, and Engineering Sciences. 61: 154-164. PMID 31534281 DOI: 10.1080/00401706.2018.1513380 |
0.315 |
|
2019 |
Zhao YQ, Laber EB, Ning Y, Saha S, Sands BE. Efficient augmentation and relaxation learning for individualized treatment rules using observational data. Journal of Machine Learning Research : Jmlr. 20. PMID 31440118 |
0.394 |
|
2018 |
Zhang Y, Laber EB, Davidian M, Tsiatis AA. Interpretable Dynamic Treatment Regimes. Journal of the American Statistical Association. 113: 1541-1549. PMID 30774169 DOI: 10.1080/01621459.2017.1345743 |
0.524 |
|
2018 |
Laber EB, Meyer NJ, Reich BJ, Pacifici K, Collazo JA, Drake JM. Optimal treatment allocations in space and time for on-line control of an emerging infectious disease. Journal of the Royal Statistical Society. Series C, Applied Statistics. 67: 743-770. PMID 30662097 DOI: 10.1111/Rssc.12266 |
0.404 |
|
2018 |
Laber EB, Wu F, Munera C, Lipkovich I, Colucci S, Ripa S. Identifying optimal dosage regimes under safety constraints: An application to long term opioid treatment of chronic pain. Statistics in Medicine. PMID 29468702 DOI: 10.1002/Sim.7566 |
0.485 |
|
2017 |
Laber EB, Staicu AM. Functional feature construction for individualized treatment regimes. Journal of the American Statistical Association. 113: 1219-1227. PMID 30416232 DOI: 10.1080/01621459.2017.1321545 |
0.455 |
|
2017 |
Linn KA, Laber EB, Stefanski LA. Interactive Q-learning for Quantiles. Journal of the American Statistical Association. 112: 638-649. PMID 28890584 DOI: 10.1080/01621459.2016.1155993 |
0.504 |
|
2017 |
Shortreed SM, Laber E, Scott Stroup T, Pineau J, Murphy SA. A multiple imputation strategy for sequential multiple assignment randomized trials. Statistics in Medicine. 36: 3760. PMID 28872255 DOI: 10.1002/Sim.7285 |
0.497 |
|
2017 |
Butler EL, Laber EB, Davis SM, Kosorok MR. Incorporating Patient Preferences into Estimation of Optimal Individualized Treatment Rules. Biometrics. PMID 28742260 DOI: 10.1111/Biom.12743 |
0.464 |
|
2017 |
Laber EB, Davidian M. Dynamic treatment regimes, past, present, and future: A conversation with experts. Statistical Methods in Medical Research. 962280217708661. PMID 28482753 DOI: 10.1177/0962280217708661 |
0.341 |
|
2017 |
Kelleher SA, Dorfman CS, Plumb Vilardaga JC, Majestic C, Winger J, Gandhi V, Nunez C, Van Denburg A, Shelby RA, Reed SD, Murphy S, Davidian M, Laber EB, Kimmick GG, Westbrook KW, et al. Optimizing delivery of a behavioral pain intervention in cancer patients using a sequential multiple assignment randomized trial SMART. Contemporary Clinical Trials. PMID 28408335 DOI: 10.1016/J.Cct.2017.04.001 |
0.504 |
|
2016 |
Huang Y, Laber E. Personalized Evaluation of Biomarker Value: A Cost-Benefit Perspective. Statistics in Biosciences. 8: 43-65. PMID 27446505 DOI: 10.1007/S12561-014-9122-4 |
0.424 |
|
2016 |
Zhang B, A. Tsiatis A, Davidian M, Zhang M, Laber E. Estimating optimal treatment regimes from a classification perspective Stat. 5: 278-278. DOI: 10.1002/sta4.124 |
0.316 |
|
2015 |
Linn KA, Laber EB, Stefanski LA. iqLearn: Interactive Q-Learning in R. Journal of Statistical Software. 64. PMID 26900385 DOI: 10.18637/Jss.V064.I01 |
0.454 |
|
2015 |
Laber EB, Zhao YQ. Tree-based methods for individualized treatment regimes. Biometrika. 102: 501-514. PMID 26893526 DOI: 10.1093/Biomet/Asv028 |
0.506 |
|
2015 |
Laber EB, Zhao YQ, Regh T, Davidian M, Tsiatis A, Stanford JB, Zeng D, Song R, Kosorok MR. Using pilot data to size a two-arm randomized trial to find a nearly optimal personalized treatment strategy. Statistics in Medicine. PMID 26506890 DOI: 10.1002/Sim.6783 |
0.617 |
|
2015 |
Zhao YQ, Zeng D, Laber EB, Kosorok MR. New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes. Journal of the American Statistical Association. 110: 583-598. PMID 26236062 DOI: 10.1080/01621459.2014.937488 |
0.578 |
|
2015 |
Zhang Y, Laber EB, Tsiatis A, Davidian M. Using decision lists to construct interpretable and parsimonious treatment regimes. Biometrics. PMID 26193819 DOI: 10.1111/Biom.12354 |
0.501 |
|
2015 |
Zhao YQ, Zeng D, Laber EB, Song R, Yuan M, Kosorok MR. Doubly Robust Learning for Estimating Individualized Treatment with Censored Data. Biometrika. 102: 151-168. PMID 25937641 DOI: 10.1093/Biomet/Asu050 |
0.6 |
|
2015 |
Song R, Kosorok M, Zeng D, Zhao Y, Laber E, Yuan M. On Sparse representation for Optimal Individualized Treatment Selection with Penalized Outcome Weighted Learning. Stat. 4: 59-68. PMID 25883393 DOI: 10.1002/sta4.78 |
0.565 |
|
2015 |
Wu F, Laber EB, Lipkovich IA, Severus E. Who will benefit from antidepressants in the acute treatment of bipolar depression? A reanalysis of the STEP-BD study by Sachs et al. 2007, using Q-learning. International Journal of Bipolar Disorders. 3: 7. PMID 25844303 DOI: 10.1186/S40345-014-0018-5 |
0.447 |
|
2015 |
Huang Y, Laber EB, Janes H. Characterizing expected benefits of biomarkers in treatment selection. Biostatistics (Oxford, England). 16: 383-99. PMID 25190512 DOI: 10.1093/Biostatistics/Kxu039 |
0.448 |
|
2015 |
Severus E, Laber E, Lipkovich I. Double-Blind Randomized Placebo-Controlled Trials in the Treatment of Affective Disorders: Problems and Alternatives Current Treatment Options in Psychiatry. 2: 262-270. DOI: 10.1007/S40501-015-0050-9 |
0.421 |
|
2014 |
Schulte PJ, Tsiatis AA, Laber EB, Davidian M. Q- and A-learning Methods for Estimating Optimal Dynamic Treatment Regimes. Statistical Science : a Review Journal of the Institute of Mathematical Statistics. 29: 640-661. PMID 25620840 DOI: 10.1214/13-Sts450 |
0.497 |
|
2014 |
Laber EB, Linn KA, Stefanski LA. Interactive model building for Q-learning. Biometrika. 101: 831-847. PMID 25541562 DOI: 10.1093/Biomet/Asu043 |
0.402 |
|
2014 |
Laber EB, Lizotte DJ, Qian M, Pelham WE, Murphy SA. Dynamic treatment regimes: technical challenges and applications. Electronic Journal of Statistics. 8: 1225-1272. PMID 25356091 DOI: 10.1214/14-Ejs920 |
0.597 |
|
2014 |
Chakraborty B, Laber EB, Zhao YQ. Inference about the expected performance of a data-driven dynamic treatment regime. Clinical Trials (London, England). 11: 408-417. PMID 24925083 DOI: 10.1177/1740774514537727 |
0.445 |
|
2014 |
Shortreed SM, Laber E, Scott Stroup T, Pineau J, Murphy SA. A multiple imputation strategy for sequential multiple assignment randomized trials. Statistics in Medicine. 33: 4202-14. PMID 24919867 DOI: 10.1002/Sim.6223 |
0.569 |
|
2014 |
Laber EB, Tsiatis AA, Davidian M, Holloway ST. Discussion of "Combining biomarkers to optimize patient treatment recommendation". Biometrics. 70: 707-10. PMID 24888979 DOI: 10.1111/Biom.12187 |
0.378 |
|
2014 |
Zhao YQ, Laber EB. Estimation of optimal dynamic treatment regimes. Clinical Trials (London, England). 11: 400-407. PMID 24872361 DOI: 10.1177/1740774514532570 |
0.472 |
|
2014 |
Laber EB, Lizotte DJ, Ferguson B. Set-valued dynamic treatment regimes for competing outcomes. Biometrics. 70: 53-61. PMID 24400912 DOI: 10.1111/Biom.12132 |
0.458 |
|
2014 |
Laber EB, Lizotte DJ, Qian M, Pelham WE, Murphy SA. Rejoinder of “Dynamic treatment regimes: Technical challenges and applications” Electronic Journal of Statistics. 8: 1312-1321. DOI: 10.1214/14-Ejs920Rej |
0.532 |
|
2013 |
Zhang B, Tsiatis AA, Laber EB, Davidian M. Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions. Biometrika. 100. PMID 24302771 DOI: 10.1093/Biomet/Ast014 |
0.5 |
|
2013 |
Vock DM, Tsiatis AA, Davidian M, Laber EB, Tsuang WM, Finlen Copeland CA, Palmer SM. Assessing the causal effect of organ transplantation on the distribution of residual lifetime. Biometrics. 69: 820-9. PMID 24128090 DOI: 10.1111/Biom.12084 |
0.318 |
|
2013 |
Chakraborty B, Laber EB, Zhao Y. Inference for optimal dynamic treatment regimes using an adaptive m-out-of-n bootstrap scheme. Biometrics. 69: 714-23. PMID 23845276 DOI: 10.1111/Biom.12052 |
0.448 |
|
2012 |
Zhang B, Tsiatis AA, Davidian M, Zhang M, Laber E. Estimating Optimal Treatment Regimes from a Classification Perspective. Stat. 1: 103-114. PMID 23645940 DOI: 10.1002/sta.411 |
0.398 |
|
2012 |
Zhang B, Tsiatis AA, Laber EB, Davidian M. A robust method for estimating optimal treatment regimes. Biometrics. 68: 1010-8. PMID 22550953 DOI: 10.1111/J.1541-0420.2012.01763.X |
0.508 |
|
2011 |
Laber EB, Murphy SA. Adaptive Confidence Intervals for the Test Error in Classification. Journal of the American Statistical Association. 106: 904-913. PMID 22053123 DOI: 10.1198/Jasa.2010.Tm10053 |
0.502 |
|
2011 |
Shortreed SM, Laber E, Lizotte DJ, Stroup TS, Pineau J, Murphy SA. Informing sequential clinical decision-making through reinforcement learning: an empirical study. Machine Learning. 84: 109-136. PMID 21799585 DOI: 10.1007/S10994-010-5229-0 |
0.562 |
|
2011 |
Laber EB, Murphy SA. Rejoinder Journal of the American Statistical Association. 106: 940-945. DOI: 10.1198/jasa.2011.tm11514 |
0.322 |
|
2008 |
Laber EB, Murphy SA. Small Sample Inference for Generalization Error in Classification Using the CUD Bound. Uncertainty in Artificial Intelligence : Proceedings of the ... Conference. Conference On Uncertainty in Artificial Intelligence. 2008: 357-365. PMID 20508837 |
0.457 |
|
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