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Edward H. Kennedy
Edward H. Kennedy
Associate Professor of Statistics & Data Science, Carnegie Mellon University
Verified email at stat.cmu.edu - Homepage
Title
Cited by
Cited by
Year
An introduction to G methods
AI Naimi, SR Cole, EH Kennedy
International Journal of Epidemiology 46 (2), 756-762, 2017
2762017
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
2582017
Towards optimal doubly robust estimation of heterogeneous causal effects
EH Kennedy
Electronic Journal of Statistics 17 (2), 3008-3049, 2023
2362023
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
1912014
Semiparametric theory and empirical processes in causal inference
EH Kennedy
Statistical Causal Inferences and Their Applications in Public Healthá…, 2016
1712016
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
1322012
Nonparametric causal effects based on incremental propensity score interventions
EH Kennedy
Journal of the American Statistical Association 114 (526), 645-656, 2019
1132019
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
1012012
Counterfactual risk assessments, evaluation, and fairness
A Coston, A Mishler, EH Kennedy, A Chouldechova
Proceedings of the ACM Conference on Fairness, Accountability, andá…, 2019
982019
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
892013
Estimating hospital costs of catheter‐associated urinary tract infection
EH Kennedy, MT Greene, S Saint
Journal of Hospital Medicine 8 (9), 519-522, 2013
882013
Sharp instruments for classifying compliers and generalizing causal effects
EH Kennedy, S Balakrishnan, M G'Sell
Annals of Statistics 48 (4), 2008-2030, 2020
752020
Semiparametric doubly robust targeted double machine learning: a review
EH Kennedy
arXiv preprint arXiv:2203.06469, 2022
732022
Challenges in obtaining valid causal effect estimates with machine learning algorithms
AI Naimi, A Mishler, EH Kennedy
arXiv preprint arXiv:1711.07137, 2017
58*2017
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
582012
Fairness in risk assessment instruments: Post-processing to achieve counterfactual equalized odds
A Mishler, EH Kennedy
Proceedings of the ACM Conference on Fairness, Accountability, andá…, 2020
552020
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
542019
Preoperative metyrosine improves cardiovascular outcomes for patients undergoing surgery for pheochromocytoma and paraganglioma
H Wachtel, EH Kennedy, S Zaheer, EK Bartlett, L Fishbein, RE Roses, ...
Annals of Surgical Oncology 22 (3), 646–654, 2015
532015
Machine learning as a strategy to account for dietary synergy: an illustration based on dietary intake and adverse pregnancy outcomes
LM Bodnar, AR Cartus, SI Kirkpatrick, KP Himes, EH Kennedy, ...
The American Journal of Clinical Nutrition 111 (6), 1235-1243, 2020
402020
Marginal structural models: An application to incarceration and marriage during young adulthood
V Bacak, EH Kennedy
Journal of Marriage and Family 77 (1), 112-125, 2015
402015
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