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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
2992017
Towards optimal doubly robust estimation of heterogeneous causal effects
EH Kennedy
Electronic Journal of Statistics 17 (2), 3008-3049, 2023
2852023
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
2762017
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
2032014
Semiparametric theory and empirical processes in causal inference
EH Kennedy
Statistical Causal Inferences and Their Applications in Public Health …, 2016
1832016
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
1372012
Counterfactual risk assessments, evaluation, and fairness
A Coston, A Mishler, EH Kennedy, A Chouldechova
Proceedings of the ACM Conference on Fairness, Accountability, and …, 2019
1232019
Nonparametric causal effects based on incremental propensity score interventions
EH Kennedy
Journal of the American Statistical Association 114 (526), 645-656, 2019
1232019
Semiparametric doubly robust targeted double machine learning: a review
EH Kennedy
arXiv preprint arXiv:2203.06469, 2022
1182022
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
1022012
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
912013
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
812020
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
692023
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
682023
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
632020
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
622019
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
592012
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
562015
Sensitivity analysis via the proportion of unmeasured confounding
M Bonvini, EH Kennedy
Journal of the American Statistical Association 117 (539), 1540-1550, 2022
462022
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