Edward H. Kennedy

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Ashley NaimiAssociate Professor, Department Epidemiology, Emory University確認したメールアドレス: emory.edu
Dylan SmallProfessor of Statistics, University of Pennsylvania確認したメールアドレス: wharton.upenn.edu
Larry WassermanProfessor, Department of Statistics and Machine Learning Department, Carnegie Mellon University確認したメールアドレス: stat.cmu.edu
Sivaraman BalakrishnanCarnegie Mellon University確認したメールアドレス: stat.cmu.edu
Matteo BonviniRutgers University確認したメールアドレス: stat.rutgers.edu
Alan MishlerJ.P. Morgan AI Research確認したメールアドレス: alanmishler.com
Lisa M. BodnarProfessor of Epidemiology, University of Pittsburgh確認したメールアドレス: edc.pitt.edu
Amanda CostonMicrosoft確認したメールアドレス: alumni.cmu.edu
Alexandra ChouldechovaResearcher @ MSR NYC FATE確認したメールアドレス: microsoft.com
Zach BransonCarnegie Mellon University確認したメールアドレス: andrew.cmu.edu
Luke KeeleUniversity of Pennsylvania確認したメールアドレス: uphs.upenn.edu
Zhenghao ZengCarnegie Mellon University確認したメールアドレス: andrew.cmu.edu
Aaditya RamdasAssociate Professor (with tenure), Carnegie Mellon University確認したメールアドレス: stat.cmu.edu
Stephen R ColeProfessor of Epidemiology, UNC Chapel Hill確認したメールアドレス: unc.edu
Valerio BaćakAssociate Professor, School of Criminal Justice, Rutgers University確認したメールアドレス: rutgers.edu
Valérie Venturacarnegie mellon university確認したメールアドレス: stat.cmu.edu
Alexander W. LevisPostdoctoral Researcher, Statistics, Carnegie Mellon確認したメールアドレス: cmu.edu
David ArbourAdobe Research確認したメールアドレス: adobe.com
Theodore J IwashynaJohns Hopkins確認したメールアドレス: jhu.edu
Ian Waudby-SmithUniversity of California, Berkeley確認したメールアドレス: berkeley.edu

フォロー

Edward H. Kennedy

Associate Professor of Statistics & Data Science, Carnegie Mellon University

確認したメールアドレス: stat.cmu.edu - ホームページ

causal inference nonparametrics machine learning health & public policy


タイトル引用回数順公開年順タイトル順	引用先引用先	年
Towards optimal doubly robust estimation of heterogeneous causal effects EH Kennedy Electronic Journal of Statistics 17 (2), 3008-3049, 2023	417*	2023
An introduction to G methods AI Naimi, SR Cole, EH Kennedy International Journal of Epidemiology 46 (2), 756-762, 2017	383	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	330	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	232	2014
Semiparametric doubly robust targeted double machine learning: a review EH Kennedy Handbook of Statistical Methods for Precision Medicine 10, 2022	218	2022
Semiparametric theory and empirical processes in causal inference EH Kennedy Statistical Causal Inferences and Their Applications in Public Health …, 2016	218	2016
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	207	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	201	2023
Nonparametric causal effects based on incremental propensity score interventions EH Kennedy Journal of the American Statistical Association 114 (526), 645-656, 2019	171	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	152	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	144	2019
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	109	2023
Sharp instruments for classifying compliers and generalizing causal effects EH Kennedy, S Balakrishnan, M G'Sell Annals of Statistics 48 (4), 2008-2030, 2020	108	2020
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	107	2012
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	98	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	96	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	89	2020
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	74	2019
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	72	2023
Sensitivity analysis via the proportion of unmeasured confounding M Bonvini, EH Kennedy Journal of the American Statistical Association 117 (539), 1540-1550, 2022	64	2022

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