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Eli Ben-Michael
Eli Ben-Michael
Assistant Professor, Carnegie Mellon University
Verified email at cmu.edu - Homepage
Title
Cited by
Cited by
Year
The augmented synthetic control method
E Ben-Michael, A Feller, J Rothstein
Journal of the American Statistical Association 116 (536), 1789-1803, 2021
4142021
Synthetic controls with staggered adoption
E Ben-Michael, A Feller, J Rothstein
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2022
160*2022
The balancing act in causal inference
E Ben-Michael, A Feller, DA Hirshberg, JR Zubizarreta
arXiv preprint arXiv:2110.14831, 2021
452021
Safe policy learning through extrapolation: Application to pre-trial risk assessment
E Ben-Michael, DJ Greiner, K Imai, Z Jiang
arXiv preprint arXiv:2109.11679, 2021
382021
Policy Learning with Asymmetric Counterfactual Utilities
E Ben-Michael, K Imai, Z Jiang
Journal of the American Statistical Association, 1-14, 2024
31*2024
Problems with evidence assessment in COVID-19 health policy impact evaluation: a systematic review of study design and evidence strength
NA Haber, E Clarke-Deelder, A Feller, ER Smith, JA Salomon, ...
BMJ open 12 (1), e053820, 2022
30*2022
Interpretable sensitivity analysis for balancing weights
D Soriano, E Ben-Michael, PJ Bickel, A Feller, SD Pimentel
Journal of the Royal Statistical Society Series A: Statistics in Society 186 …, 2023
272023
A trial emulation approach for policy evaluations with group-level longitudinal data
E Ben-Michael, A Feller, EA Stuart
Epidemiology 32 (4), 533-540, 2021
272021
Multilevel calibration weighting for survey data
E Ben-Michael, A Feller, E Hartman
Political Analysis 32 (1), 65-83, 2024
182024
Varying impacts of letters of recommendation on college admissions
E Ben-Michael, A Feller, J Rothstein
National Bureau of Economic Research, 2023
16*2023
Estimating the effects of a California gun control program with multitask Gaussian processes
E Ben-Michael, D Arbour, A Feller, A Franks, S Raphael
The Annals of Applied Statistics 17 (2), 985-1016, 2023
12*2023
Hospital quality risk standardization via approximate balancing weights
LJ Keele, E Ben-Michael, A Feller, R Kelz, L Miratrix
The Annals of Applied Statistics 17 (2), 901-928, 2023
102023
Is It Who You Are or Where You Are? Accounting for Compositional Differences in Cross-Site Treatment Effect Variation
B Lu, E Ben-Michael, A Feller, L Miratrix
Journal of Educational and Behavioral Statistics 48 (4), 420-453, 2023
9*2023
Layoffs and the mental health and safety of remaining workers: a difference-in-differences analysis of the US aluminium industry
H Elser, E Ben-Michael, D Rehkopf, S Modrek, EA Eisen, MR Cullen
J Epidemiol Community Health 73 (12), 1094-1100, 2019
82019
Bayesian safe policy learning with chance constrained optimization: Application to military security assessment during the vietnam war
Z Jia, E Ben-Michael, K Imai
arXiv preprint arXiv:2307.08840, 2023
42023
Safe policy learning under regression discontinuity designs
Y Zhang, E Ben-Michael, K Imai
arXiv preprint arXiv:2208.13323, 2022
42022
Using balancing weights to target the treatment effect on the treated when overlap is poor
E Ben-Michael, L Keele
Epidemiology 34 (5), 637-644, 2023
32023
Using multiple outcomes to improve the synthetic control method
L Sun, E Ben-Michael, A Feller
arXiv preprint arXiv:2311.16260, 2023
22023
Text-transport: Toward learning causal effects of natural language
V Lin, LP Morency, E Ben-Michael
arXiv preprint arXiv:2310.20697, 2023
22023
Balancing Weights for Causal Inference
ER Cohn, E Ben-Michael, A Feller, JR Zubizarreta
Handbook of Matching and Weighting Adjustments for Causal Inference, 293-312, 2023
12023
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