Eric B. Laber, Ph.D. - Publications

Affiliations: 
2011 University of Michigan, Ann Arbor, Ann Arbor, MI 
Area:
Statistics

48/81 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

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  0.566
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  0.393
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  0.454
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  0.616
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  0.5
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  0.599
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  0.564
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  0.377
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  0.499
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  0.317
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
Low-probability matches (unlikely to be authored by this person)
2014 Lim JH, Muguet-Chanoit AC, Smith DT, Laber E, Olby NJ. Potassium channel antagonists 4-aminopyridine and the T-butyl carbamate derivative of 4-aminopyridine improve hind limb function in chronically non-ambulatory dogs; a blinded, placebo-controlled trial. Plos One. 9: e116139. PMID 25551385 DOI: 10.1371/Journal.Pone.0116139  0.29
2019 Kosorok MR, Laber EB. Precision Medicine. Annual Review of Statistics and Its Application. 6: 263-286. PMID 31073534 DOI: 10.1146/annurev-statistics-030718-105251  0.289
2020 Allwood JS, Fierer N, Dunn RR, Breen M, Reich BJ, Laber EB, Clifton J, Grantham NS, Faith SA. Use of standardized bioinformatics for the analysis of fungal DNA signatures applied to sample provenance. Forensic Science International. 310: 110250. PMID 32240935 DOI: 10.1016/J.Forsciint.2020.110250  0.278
2017 Fenn J, Laber E, Williams K, Rousse CA, Early PJ, Mariani CL, Muñana KR, De Decker S, Volk HA, Olby NJ. Associations Between Anesthetic Variables and Functional Outcome in Dogs With Thoracolumbar Intervertebral Disk Extrusion Undergoing Decompressive Hemilaminectomy. Journal of Veterinary Internal Medicine. PMID 28295616 DOI: 10.1111/Jvim.14677  0.276
2015 Grantham NS, Reich BJ, Pacifici K, Laber EB, Menninger HL, Henley JB, Barberán A, Leff JW, Fierer N, Dunn RR. Fungi identify the geographic origin of dust samples. Plos One. 10: e0122605. PMID 25875229 DOI: 10.1371/Journal.Pone.0122605  0.264
2017 Laber EB, Shedden K. Statistical Significance and the Dichotomization of Evidence: The Relevance of the ASA Statement on Statistical Significance and p-values for Statisticians. Journal of the American Statistical Association. 112: 902-904. PMID 29348701 DOI: 10.1080/01621459.2017.1311265  0.256
2019 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. DOI: 10.1080/01621459.2018.1537919  0.252
2017 Blau SR, Davis LM, Gorney AM, Dohse CS, Williams KD, Lim JH, Pfitzner WG, Laber E, Sawicki GS, Olby NJ. Quantifying center of pressure variability in chondrodystrophoid dogs. Veterinary Journal (London, England : 1997). 226: 26-31. PMID 28911837 DOI: 10.1016/J.Tvjl.2017.07.001  0.25
2021 Smith SK, Somers TJ, Kuhn E, Laber E, Sung AD, Syrjala KL, Feger B, Kelleher SA, Majestic C, Gebert R, LeBlanc M, Owen JE, Applebaum AJ. A SMART approach to optimizing delivery of an mHealth intervention among cancer survivors with posttraumatic stress symptoms. Contemporary Clinical Trials. 106569. PMID 34536584 DOI: 10.1016/j.cct.2021.106569  0.248
2020 Clifton J, Laber E. Q-Learning: Theory and Applications Annual Review of Statistics and Its Application. 7: 279-301. DOI: 10.1146/annurev-statistics-031219-041220  0.239
2022 Weltz J, Volfovsky A, Laber EB. Reinforcement Learning Methods in Public Health. Clinical Therapeutics. 44: 139-154. PMID 35058056 DOI: 10.1016/j.clinthera.2021.11.002  0.234
2018 Lewis M, Laber EB, Olby N. Predictors of response to 4-aminopyridine in chronic canine spinal cord injury. Journal of Neurotrauma. PMID 30235970 DOI: 10.1089/Neu.2018.5975  0.232
2016 Lizotte DJ, Laber EB. Multi-Objective Markov Decision Processes for Data-Driven Decision Support. Journal of Machine Learning Research : Jmlr. 17. PMID 28018133  0.225
2020 Mustanski B, Moskowitz DA, Moran KO, Newcomb ME, Macapagal K, Rodriguez-Díaz C, Rendina HJ, Laber EB, Li DH, Matson M, Talan AJ, Cabral C. Evaluation of a Stepped-Care eHealth HIV Prevention Program for Diverse Adolescent Men Who Have Sex With Men: Protocol for a Hybrid Type 1 Effectiveness Implementation Trial of SMART. Jmir Research Protocols. 9: e19701. PMID 32779573 DOI: 10.2196/19701  0.212
2015 Barberán A, Dunn RR, Reich BJ, Pacifici K, Laber EB, Menninger HL, Morton JM, Henley JB, Leff JW, Miller SL, Fierer N. The ecology of microscopic life in household dust. Proceedings. Biological Sciences / the Royal Society. 282. PMID 26311665 DOI: 10.1098/Rspb.2015.1139  0.2
2019 Olby NJ, Lim JH, Wagner N, Zidan N, Early PJ, Mariani CL, Muñana KR, Laber E. Time course and prognostic value of serum GFAP, pNFH, and S100β concentrations in dogs with complete spinal cord injury because of intervertebral disc extrusion. Journal of Veterinary Internal Medicine. PMID 30758078 DOI: 10.1111/Jvim.15439  0.199
2019 Zottola SA, Desmarais SL, Neupert SD, Dong L, Laber E, Lowder EM, Van Dorn RA. Results of the Brief Jail Mental Health Screen Across Repeated Jail Bookings. Psychiatric Services (Washington, D.C.). appips201800377. PMID 31378191 DOI: 10.1176/Appi.Ps.201800377  0.192
2020 Grantham NS, Reich BJ, Laber EB, Pacifici K, Dunn RR, Fierer N, Gebert M, Allwood JS, Faith SA. Global forensic geolocation with deep neural networks Journal of the Royal Statistical Society Series C-Applied Statistics. 69: 909-929. DOI: 10.1111/Rssc.12427  0.186
2021 Guan Q, Reich BJ, Laber EB. A spatiotemporal recommendation engine for malaria control. Biostatistics (Oxford, England). PMID 33838029 DOI: 10.1093/biostatistics/kxab010  0.186
2023 Li Y, Reed SD, Winger JG, Hyland KA, Fisher HM, Kelleher SA, Miller SN, Davidian M, Laber EB, Keefe FJ, Somers TJ. Cost-Effectiveness Analysis Evaluating Delivery Strategies for Pain Coping Skills Training in Women with Breast Cancer. The Journal of Pain. PMID 37187219 DOI: 10.1016/j.jpain.2023.05.004  0.185
2015 Zhang B, Tsiatis AA, Laber EB, Davidian M. Response to reader reaction. Biometrics. 71: 271-3. PMID 25355405 DOI: 10.1111/Biom.12229  0.176
2021 Xu Z, Laber E, Staicu AM, Lascelles BDX. Novel approach to modeling high-frequency activity data to assess therapeutic effects of analgesics in chronic pain conditions. Scientific Reports. 11: 7737. PMID 33833306 DOI: 10.1038/s41598-021-87304-w  0.167
2021 Pan Y, Laber EB, Smith MA, Zhao YQ. Reinforced risk prediction with budget constraint using irregularly measured data from electronic health records. Journal of the American Statistical Association. 118: 1090-1101. PMID 37333855 DOI: 10.1080/01621459.2021.1978467  0.166
2022 Erickson ML, Allen JM, Beavers DP, Collins LM, Davidson KW, Erickson KI, Esser KA, Hesselink MKC, Moreau KL, Laber EB, Peterson CA, Peterson CM, Reusch JE, Thyfault JP, Youngstedt SD, et al. Understanding heterogeneity of responses to, and optimizing clinical efficacy of, exercise training in older adults: NIH NIA Workshop summary. Geroscience. PMID 36242693 DOI: 10.1007/s11357-022-00668-3  0.103
2023 Somers TJ, Winger JG, Fisher HM, Hyland KA, Davidian M, Laber EB, Miller SN, Kelleher SA, Plumb Vilardaga JC, Majestic C, Shelby RA, Reed SD, Kimmick GG, Keefe FJ. Behavioral cancer pain intervention dosing: results of a Sequential Multiple Assignment Randomized Trial. Pain. PMID 37079854 DOI: 10.1097/j.pain.0000000000002915  0.096
2022 Cooks EJ, Duke KA, Neil JM, Vilaro MJ, Wilson-Howard D, Modave F, George TJ, Odedina FT, Lok BC, Carek P, Laber EB, Davidian M, Krieger JL. Telehealth and racial disparities in colorectal cancer screening: A pilot study of how virtual clinician characteristics influence screening intentions. Journal of Clinical and Translational Science. 6: e48. PMID 35619640 DOI: 10.1017/cts.2022.386  0.091
2022 Dai KZ, Laber EB, Chen H, Mentz RJ, Malhotra C. Hand grip strength predicts mortality and quality of life in heart failure: Insights from the Singapore Cohort of Patients with Advanced Heart Failure: Grip strength predicts mortality and quality of life in heart failure. Journal of Cardiac Failure. PMID 36526216 DOI: 10.1016/j.cardfail.2022.11.009  0.085
2021 Krieger JL, Neil JM, Duke KA, Zalake MS, Tavassoli F, Vilaro MJ, Wilson-Howard DS, Chavez SY, Laber EB, Davidian M, George TJ, Modave FP, Odedina FT, Lok BC. A Pilot Study Examining the Efficacy of Delivering Colorectal Cancer Screening Messages via Virtual Health Assistants. American Journal of Preventive Medicine. PMID 33888362 DOI: 10.1016/j.amepre.2021.01.014  0.084
2019 Griffin L, Lee D, Jaisle A, Carek P, George T, Laber E, Lok B, Modave F, Paskett E, Krieger J. Creating an mHealth App for Colorectal Cancer Screening: User-Centered Design Approach. Jmir Human Factors. 6: e12700. PMID 31066688 DOI: 10.2196/12700  0.08
2022 Mustanski B, Saber R, Macapagal K, Matson M, Laber E, Rodrgiuez-Diaz C, Moran KO, Carrion A, Moskowitz DA, Newcomb ME. Effectiveness of the SMART Sex Ed program among 13-18 year old English and Spanish speaking adolescent men who have sex with men. Aids and Behavior. PMID 35951143 DOI: 10.1007/s10461-022-03806-2  0.058
2016 Guan Q, Laber EB, Reich BJ. Comment. Journal of the American Statistical Association. 111: 936-942. PMID 28003709 DOI: 10.1080/01621459.2016.1200911  0.01
2016 Rodrigues PC, Laber E. Preface Communications in Statistics: Simulation and Computation. 45: 2657. DOI: 10.1080/03610918.2015.1111110  0.01
2015 Zhang Y, Laber EB. Comment Journal of the American Statistical Association. 110: 1451-1454. DOI: 10.1080/01621459.2015.1106403  0.01
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