Edward H. Kennedy

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Ashley NaimiAssociate Professor, Department Epidemiology, Emory UniversityE-mailová adresa ověřena na: emory.edu
Dylan SmallProfessor of Statistics, University of PennsylvaniaE-mailová adresa ověřena na: wharton.upenn.edu
Larry WassermanProfessor, Department of Statistics and Machine Learning Department, Carnegie Mellon UniversityE-mailová adresa ověřena na: stat.cmu.edu
Sivaraman BalakrishnanCarnegie Mellon UniversityE-mailová adresa ověřena na: stat.cmu.edu
Matteo BonviniRutgers UniversityE-mailová adresa ověřena na: stat.rutgers.edu
Alan MishlerJ.P. Morgan AI ResearchE-mailová adresa ověřena na: alanmishler.com
Amanda CostonMicrosoftE-mailová adresa ověřena na: alumni.cmu.edu
Lisa M. BodnarProfessor of Epidemiology, University of PittsburghE-mailová adresa ověřena na: edc.pitt.edu
Alexandra ChouldechovaResearcher @ MSR NYC FATEE-mailová adresa ověřena na: microsoft.com
Zach BransonCarnegie Mellon UniversityE-mailová adresa ověřena na: andrew.cmu.edu
Luke KeeleUniversity of PennsylvaniaE-mailová adresa ověřena na: uphs.upenn.edu
Zhenghao ZengCarnegie Mellon UniversityE-mailová adresa ověřena na: andrew.cmu.edu
Stephen R ColeProfessor of Epidemiology, UNC Chapel HillE-mailová adresa ověřena na: unc.edu
Aaditya RamdasAssociate Professor (with tenure), Carnegie Mellon UniversityE-mailová adresa ověřena na: stat.cmu.edu
Alexander W. LevisPostdoctoral Researcher, Statistics, Carnegie MellonE-mailová adresa ověřena na: cmu.edu
Valérie Venturacarnegie mellon universityE-mailová adresa ověřena na: stat.cmu.edu
Valerio BaćakAssociate Professor, School of Criminal Justice, Rutgers UniversityE-mailová adresa ověřena na: rutgers.edu
Theodore J IwashynaJohns HopkinsE-mailová adresa ověřena na: jhu.edu
Alec McCleanPostdoctoral Fellow, New York UniversityE-mailová adresa ověřena na: nyu.edu
Daniel ScharfsteinProfessor and Chief of Biostatistics, University of Utah School of MedicineE-mailová adresa ověřena na: hsc.utah.edu

Sledovat

Edward H. Kennedy

Associate Professor of Statistics & Data Science, Carnegie Mellon University

E-mailová adresa ověřena na: stat.cmu.edu - Domovská stránka

causal inference nonparametrics machine learning health & public policy


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	Rok
Towards optimal doubly robust estimation of heterogeneous causal effects EH Kennedy Electronic Journal of Statistics 17 (2), 3008-3049, 2023	418*	2023
An introduction to G methods AI Naimi, SR Cole, EH Kennedy International Journal of Epidemiology 46 (2), 756-762, 2017	382	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	329	2017
Semiparametric doubly robust targeted double machine learning: a review EH Kennedy Handbook of Statistical Methods for Precision Medicine 10, 2022	231	2022
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	227	2014
Semiparametric theory and empirical processes in causal inference EH Kennedy Statistical Causal Inferences and Their Applications in Public Health …, 2016	222	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	214	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	206	2023
Nonparametric causal effects based on incremental propensity score interventions EH Kennedy Journal of the American Statistical Association 114 (526), 645-656, 2019	170	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	151	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	147	2019
Sharp instruments for classifying compliers and generalizing causal effects EH Kennedy, S Balakrishnan, M G'Sell Annals of Statistics 48 (4), 2008-2030, 2020	114	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	108	2012
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	107	2023
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	97	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	95	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	91	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	81	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	80	2023
Semiparametric counterfactual density estimation EH Kennedy, S Balakrishnan, L Wasserman Biometrika 110 (4), 875–896, 2023	66	2023

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