Publications of Eric Laber    :chronological  alphabetical  combined  bibtex listing:

Papers Published

1. 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.." J Card Fail 29.6 (June, 2023): 911-918. [doi]  [abs]
2. Weltz, J; Volfovsky, A; Laber, EB. "Reinforcement Learning Methods in Public Health.." Clinical therapeutics 44.1 (January, 2022): 139-154. [doi]  [abs]
3. Rose, EJ; Laber, EB; Davidian, M; Tsiatis, AA; Zhao, Y-Q; Kosorok, MR. "Sample Size Calculations for SMARTs." (June, 2019).  [abs]
4. 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." abs/1807.06711 (July, 2018).  [abs]
5. 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 37.9 (April, 2018): 1407-1418. [doi]  [abs]
6. 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; Abernethy, AP; Somers, TJ. "Optimizing delivery of a behavioral pain intervention in cancer patients using a sequential multiple assignment randomized trial SMART.." Contemp Clin Trials 57 (June, 2017): 51-57. [doi]  [abs]
7. Zhang, Y; Laber, EB; Tsiatis, A; Davidian, M. "Using decision lists to construct interpretable and parsimonious treatment regimes.." Biometrics 71.4 (December, 2015): 895-904. [doi]  [abs]
8. Schulte, PJ; Tsiatis, AA; Laber, EB; Davidian, M. "Q- and A-learning Methods for Estimating Optimal Dynamic Treatment Regimes.." Stat Sci 29.4 (November, 2014): 640-661. [doi]  [abs]
9. Laber, EB; Tsiatis, AA; Davidian, M; Holloway, ST. "Discussion of "Combining biomarkers to optimize patient treatment recommendation".." Biometrics 70.3 (September, 2014): 707-710. [doi]
10. Chakraborty, B; Laber, EB; Zhao, Y-Q. "Inference about the expected performance of a data-driven dynamic treatment regime.." Clin Trials 11.4 (August, 2014): 408-417. [doi]  [abs]
11. 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 69.4 (December, 2013): 820-829. [doi]  [abs]
12. Zhang, B; Tsiatis, AA; Laber, EB; Davidian, M. "Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions.." Biometrika 100.3 (2013). [doi]  [abs]
13. Zhang, B; Tsiatis, AA; Laber, EB; Davidian, M. "A robust method for estimating optimal treatment regimes.." Biometrics 68.4 (December, 2012): 1010-1018. [doi]  [abs]
14. Zhang, B; Tsiatis, AA; Davidian, M; Zhang, M; Laber, E. "Estimating Optimal Treatment Regimes from a Classification Perspective.." Stat 1.1 (January, 2012): 103-114. [doi]  [abs]