| Outcome-adaptive lasso: variable selection for causal inference SM Shortreed, A Ertefaie Biometrics 73 (4), 1111-1122, 2017 | 243 | 2017 |
| A tutorial on the use of instrumental variables in pharmacoepidemiology A Ertefaie, DS Small, JH Flory, S Hennessy Pharmacoepidemiology and drug safety 26 (4), 357-367, 2017 | 89 | 2017 |
| Selective inference for effect modification via the lasso Q Zhao, DS Small, A Ertefaie Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2022 | 81 | 2022 |
| Constructing dynamic treatment regimes over indefinite time horizons A Ertefaie, RL Strawderman Biometrika 105 (4), 963-977, 2018 | 66 | 2018 |
| Variable selection in causal inference using a simultaneous penalization method A Ertefaie, M Asgharian, DA Stephens Journal of Causal Inference 6 (1), 20170010, 2018 | 58 | 2018 |
| Quantitative evaluation of the trade-off of strengthened instruments and sample size in observational studies A Ertefaie, DS Small, PR Rosenbaum Journal of the American Statistical Association 113 (523), 1122-1134, 2018 | 55 | 2018 |
| Comparing approaches to causal inference for longitudinal data: inverse probability weighting versus propensity scores A Ertefaie, DA Stephens The international journal of biostatistics 6 (2), 2010 | 51 | 2010 |
| Identifying a set that contains the best dynamic treatment regimes A Ertefaie, T Wu, KG Lynch, I Nahum-Shani Biostatistics 17 (1), 135-148, 2016 | 49 | 2016 |
| A SMART data analysis method for constructing adaptive treatment strategies for substance use disorders I Nahum‐Shani, A Ertefaie, X Lu, KG Lynch, JR McKay, DW Oslin, ... Addiction 112 (5), 901-909, 2017 | 48 | 2017 |
| Incorporation and validation of clinically relevant performance metrics of simulation (CRPMS) into a novel full‐immersion simulation platform for nerve‐sparing robot‐assisted … MW Witthaus, S Farooq, R Melnyk, T Campbell, P Saba, E Mathews, ... BJU international 125 (2), 322-332, 2020 | 45 | 2020 |
| Power analysis in a SMART design: sample size estimation for determining the best embedded dynamic treatment regime WJ Artman, I Nahum-Shani, T Wu, JR Mckay, A Ertefaie Biostatistics 21 (3), 432-448, 2020 | 37 | 2020 |
| Robust Q-learning A Ertefaie, JR McKay, D Oslin, RL Strawderman Journal of the American Statistical Association 116 (533), 368-381, 2021 | 33 | 2021 |
| Multi‐institutional validation of a perfused robot‐assisted partial nephrectomy procedural simulation platform utilizing clinically relevant objective metrics of simulators (CROMS) A Ghazi, R Melnyk, AJ Hung, J Collins, A Ertefaie, P Saba, P Gurung, ... BJU international 127 (6), 645-653, 2021 | 30 | 2021 |
| Crisis text‐line interventions: Evaluation of texters' perceptions of effectiveness MS Gould, A Pisani, C Gallo, A Ertefaie, D Harrington, C Kelberman, ... Suicide and Life‐Threatening Behavior 52 (3), 583-595, 2022 | 28 | 2022 |
| Constructing dynamic treatment regimes in infinite-horizon settings A Ertefaie arXiv preprint arXiv:1406.0764, 2014 | 28 | 2014 |
| Nonparametric inverse‐probability‐weighted estimators based on the highly adaptive lasso A Ertefaie, NS Hejazi, MJ van der Laan Biometrics 79 (2), 1029-1041, 2023 | 26 | 2023 |
| Selection bias when using instrumental variable methods to compare two treatments but more than two treatments are available A Ertefaie, D Small, J Flory, S Hennessy The international journal of biostatistics 12 (1), 219-232, 2016 | 25 | 2016 |
| Individuals who text crisis text line: key characteristics and opportunities for suicide prevention AR Pisani, MS Gould, C Gallo, A Ertefaie, C Kelberman, D Harrington, ... Suicide and Life‐Threatening Behavior 52 (3), 567-582, 2022 | 23 | 2022 |
| Q‐learning residual analysis: application to the effectiveness of sequences of antipsychotic medications for patients with schizophrenia A Ertefaie, S Shortreed, B Chakraborty Statistics in medicine 35 (13), 2221-2234, 2016 | 22 | 2016 |
| Comparative effectiveness of initial treatment at trauma center vs neurosurgery-capable non-trauma center for severe, isolated head injury EJ Kaufman, A Ertefaie, DS Small, DN Holena, MK Delgado Journal of the American College of Surgeons 226 (5), 741-751. e2, 2018 | 17 | 2018 |
Dylan SmallProfessor of Statistics, University of Pennsylvania在 wharton.upenn.edu 的电子邮件经过验证
