| Towards optimal doubly robust estimation of heterogeneous causal effects EH Kennedy Electronic Journal of Statistics 17 (2), 3008-3049, 2023 | 348* | 2023 |
| An introduction to G methods AI Naimi, SR Cole, EH Kennedy International Journal of Epidemiology 46 (2), 756-762, 2017 | 340 | 2017 |
| Non-parametric methods for doubly robust estimation of continuous treatment effects EH Kennedy, Z Ma, MD McHugh, DS Small Journal of the Royal Statistical Society: Series B 79 (4), 1229-1245, 2017 | 303 | 2017 |
| Rate of false conviction of criminal defendants who are sentenced to death SR Gross, B O’Brien, C Hu, EH Kennedy Proceedings of the National Academy of Sciences 111 (20), 7230-7235, 2014 | 218 | 2014 |
| Semiparametric theory and empirical processes in causal inference EH Kennedy Statistical Causal Inferences and Their Applications in Public Health …, 2016 | 197 | 2016 |
| Semiparametric doubly robust targeted double machine learning: a review EH Kennedy arXiv preprint arXiv:2203.06469, 2022 | 158 | 2022 |
| Nonparametric causal effects based on incremental propensity score interventions EH Kennedy Journal of the American Statistical Association 114 (526), 645-656, 2019 | 155 | 2019 |
| Reducing inappropriate urinary catheter use: A statewide effort MG Fakih, SR Watson, MT Greene, EH Kennedy, RN Olmsted, SL Krein, ... Archives of Internal Medicine 172 (3), 255-260, 2012 | 145 | 2012 |
| Counterfactual risk assessments, evaluation, and fairness A Coston, A Mishler, EH Kennedy, A Chouldechova Proceedings of the ACM Conference on Fairness, Accountability, and …, 2019 | 133 | 2019 |
| How do social media feed algorithms affect attitudes and behavior in an election campaign? AM Guess, N Malhotra, J Pan, P Barberá, H Allcott, T Brown, ... Science 381 (6656), 398-404, 2023 | 131 | 2023 |
| Like-minded sources on Facebook are prevalent but not polarizing B Nyhan, J Settle, E Thorson, M Wojcieszak, P Barberá, AY Chen, ... Nature 620 (7972), 137-144, 2023 | 129 | 2023 |
| Intensive care unit admitting patterns in the Veterans Affairs health care system LM Chen, M Render, A Sales, EH Kennedy, W Wiitala, TP Hofer Archives of Internal Medicine 172 (16), 1220-1226, 2012 | 105 | 2012 |
| Sharp instruments for classifying compliers and generalizing causal effects EH Kennedy, S Balakrishnan, M G'Sell Annals of Statistics 48 (4), 2008-2030, 2020 | 95 | 2020 |
| Improved cardiovascular risk prediction using nonparametric regression and electronic health record data EH Kennedy, WL Wiitala, RA Hayward, JB Sussman Medical Care 51 (3), 251-258, 2013 | 95 | 2013 |
| Estimating hospital costs of catheter‐associated urinary tract infection EH Kennedy, MT Greene, S Saint Journal of Hospital Medicine 8 (9), 519-522, 2013 | 93 | 2013 |
| Fairness in risk assessment instruments: Post-processing to achieve counterfactual equalized odds A Mishler, EH Kennedy Proceedings of the ACM Conference on Fairness, Accountability, and …, 2020 | 77 | 2020 |
| Reshares on social media amplify political news but do not detectably affect beliefs or opinions AM Guess, N Malhotra, J Pan, P Barberá, H Allcott, T Brown, ... Science 381 (6656), 404-408, 2023 | 71 | 2023 |
| Robust causal inference with continuous instruments using the local instrumental variable curve EH Kennedy, SA Lorch, DS Small Journal of the Royal Statistical Society, Series B 81 (1), 121-143, 2019 | 67 | 2019 |
| Introducing a population-based outcome measure to evaluate the effect of interventions to reduce catheter-associated urinary tract infection MG Fakih, M Todd Greene, EH Kennedy, JA Meddings, SL Krein, ... American Journal of Infection Control 40 (4), 359–364, 2012 | 60 | 2012 |
| Challenges in obtaining valid causal effect estimates with machine learning algorithms AI Naimi, AE Mishler, EH Kennedy American Journal of Epidemiology 192 (9), 1536-1544, 2023 | 58 | 2023 |
Ashley NaimiAssociate Professor, Department Epidemiology, Emory University在 emory.edu 的电子邮件经过验证
