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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
Towards optimal doubly robust estimation of heterogeneous causal effects
EH Kennedy
Electronic Journal of Statistics 17 (2), 3008-3049, 2023
427*2023
An introduction to G methods
AI Naimi, SR Cole, EH Kennedy
International Journal of Epidemiology 46 (2), 756-762, 2017
3902017
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
3342017
Semiparametric doubly robust targeted double machine learning: a review
EH Kennedy
Handbook of Statistical Methods for Precision Medicine 10, 2022
2332022
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
2282023
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
2282014
Semiparametric theory and empirical processes in causal inference
EH Kennedy
Statistical Causal Inferences and Their Applications in Public Health …, 2016
2222016
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
2142023
Nonparametric causal effects based on incremental propensity score interventions
EH Kennedy
Journal of the American Statistical Association 114 (526), 645-656, 2019
1712019
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
1512012
Counterfactual risk assessments, evaluation, and fairness
A Coston, A Mishler, EH Kennedy, A Chouldechova
Proceedings of the ACM Conference on Fairness, Accountability, and …, 2019
1502019
Sharp instruments for classifying compliers and generalizing causal effects
EH Kennedy, S Balakrishnan, M G'Sell
Annals of Statistics 48 (4), 2008-2030, 2020
1152020
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
1142023
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
1092012
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
972013
Estimating hospital costs of catheter‐associated urinary tract infection
EH Kennedy, MT Greene, S Saint
Journal of Hospital Medicine 8 (9), 519-522, 2013
952013
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
922020
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
812019
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
802023
Semiparametric counterfactual density estimation
EH Kennedy, S Balakrishnan, L Wasserman
Biometrika 110 (4), 875–896, 2023
702023
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