Edward H. Kennedy

MathematicsEconomics, Econometrics and Finance

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 17 papers. Top paper: “Use of Machine Learning to Estimate the Per-Protocol Effect of Low-Dose Aspirin on Pregnancy Outcomes”.

Use of Machine Learning to Estimate the Per-Protocol Effect of Low-Dose Aspirin on Pregnancy Outcomes

International Journal of Advanced Science and Technology(2022)10.1001/jamanetworkopen.2021.43414

N/A

12.1DataRank · unranked

178 citations

Maria M. Brooks, Edward H. Kennedy, Lisa M. Bodnar, Ashley I. Naimi, Yongqi Zhong

An Introduction to G Methods

UNC Libraries(2020)10.17615/7734-5891

N/A

0DataRank · unranked

0 citations

Ashley I. Naimi, Stephen R. Cole, Edward H. Kennedy

AIPW: An R Package for Augmented Inverse Probability–Weighted Estimation of Average Causal Effects

American Journal of Epidemiology(2021)10.1093/aje/kwab207

N/A

0DataRank · unranked

57 citations

Edward H. Kennedy, Lisa M. Bodnar, Ashley I. Naimi, Yongqi Zhong

Incremental Propensity Score Effects for Time-fixed Exposures

Epidemiology(2021)10.1097/ede.0000000000001315

N/A

0DataRank · unranked

16 citations

Jacqueline E. Rudolph, Edward H. Kennedy, Abigail R. Cartus, Sharon I. Kirkpatrick, David M. Haas +3 more

Challenges in Obtaining Valid Causal Effect Estimates With Machine Learning Algorithms

American Journal of Epidemiology(2021)10.1093/aje/kwab201

N/A

0DataRank · unranked

15 citations

Alan Mishler, Edward H. Kennedy, Ashley I. Naimi

Performance Evaluation of Parametric and Nonparametric Methods When Assessing Effect Measure Modification

American Journal of Epidemiology(2021)10.1093/aje/kwab220

N/A

0DataRank · unranked

12 citations

Lisa M. Bodnar, Maria M. Brooks, Abdus S. Wahed, Edward H. Kennedy, Enrique F. Schisterman +2 more

Estimation of the Average Causal Effect in Longitudinal Data With Time-Varying Exposures: The Challenge of Nonpositivity and the Impact of Model Flexibility

American Journal of Epidemiology(2022)10.1093/aje/kwac136

N/A

0DataRank · unranked

16 citations

David Benkeser, Edward H. Kennedy, Enrique F. Schisterman, Ashley I. Naimi, Jacqueline E. Rudolph

Use of a Doubly Robust Machine-Learning–Based Approach to Evaluate Body Mass Index as a Modifier of the Association Between Fruit and Vegetable Intake and Preeclampsia

American Journal of Epidemiology(2022)10.1093/aje/kwac062

N/A

0DataRank · unranked

15 citations

Abigail R. Cartus, Edward H. Kennedy, Sharon I. Kirkpatrick, Sara M. Parisi, Katherine P. Himes +8 more

Semiparametric doubly robust targeted double machine learning: a review

arXiv (Cornell University)(2022)10.48550/arxiv.2203.06469

N/A

0DataRank · unranked

39 citations

Edward H. Kennedy

Towards optimal doubly robust estimation of heterogeneous causal effects

Electronic Journal of Statistics(2023)10.1214/23-ejs2157

N/A

0DataRank · unranked

146 citations

Edward H. Kennedy

Evaluating a Targeted Minimum Loss-Based Estimator for Capture-Recapture Analysis: An Application to HIV Surveillance in San Francisco, California

American Journal of Epidemiology(2023)10.1093/aje/kwad231

N/A

0DataRank · unranked

0 citations

Manjari Das, Mia Chen, Ling Hsu, Willi McFarland, Edward H. Kennedy +2 more

Minimax rates for heterogeneous causal effect estimation

The Annals of Statistics(2024)10.1214/24-aos2369

N/A

0DataRank · unranked

9 citations

Sivaraman Balakrishnan, James M. Robins, L. H. Wasserman, Edward H. Kennedy

The impact of aggressive and conservative propensity for initiation of neuromuscular blockade in mechanically ventilated patients with hypoxemic respiratory failure

Journal of Critical Care(2024)10.1016/j.jcrc.2024.154803

N/A

0DataRank · unranked

1 citations

Boris Jung, Daniel Talmor, Edward H. Kennedy, Li-wei H. Lehman, Elias Baedorf-Kassis +1 more

Doubly-robust inference and optimality in structure-agnostic models with smoothness

arXiv (Cornell University)(2024)10.48550/arxiv.2405.08525

N/A

0DataRank · unranked

0 citations

Edward H. Kennedy, Oliver Dukes, Sivaraman Balakrishnan, Matteo Bonvini

Improved Estimation of Correlation Accuracy for Machine Learning Brain-Phenotype Associations

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.11.26.690778

N/A

0DataRank · unranked

0 citations

Ishaan Gadiyar, Xinyu Zhang, Kaidi Kang, Jinyuan Liu, Andrew A. Chen +5 more

Visually Communicating and Teaching Intuition for Influence Functions

The American Statistician(2020)10.1080/00031305.2020.1717620

N/A

0DataRank · unranked

37 citations

Edward H. Kennedy, Aaron Fisher

Environmental Chemicals as Modifiers of the Association between Age and Ovarian Reserve

medRxiv(2025)10.64898/2025.12.09.25341902

N/A

0DataRank · unranked

0 citations

Edward H. Kennedy, Ya‐Hui Yu, Russ Hauser, Lidia Mínguez‐Alarcón, Audrey J. Gaskins +1 more