Edward H. Kennedy

Edward H. Kennedy

Carnegie Mellon University

H-index: 30

North America-United States

About Edward H. Kennedy

Edward H. Kennedy, With an exceptional h-index of 30 and a recent h-index of 25 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of causal inference, nonparametrics, machine learning, health & public policy.

His recent articles reflect a diverse array of research interests and contributions to the field:

Linking Clicks to Bricks: Understanding the Effects of Email Advertising on Multichannel Sales

Causal inference with high-dimensional discrete covariates

Double cross-fit doubly robust estimators: beyond series regression

Nonparametric estimation of conditional incremental effects

Nonparametric identification and efficient estimation of causal effects with instrumental variables

Causal Inference for Genomic Data with Multiple Heterogeneous Outcomes

An efficient doubly-robust test for the kernel treatment effect

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

Edward H. Kennedy Information

University

Position

Assistant Professor of Statistics & Data Science

Citations(all)

3290

Citations(since 2020)

2656

Cited By

1274

hIndex(all)

30

hIndex(since 2020)

25

i10Index(all)

53

i10Index(since 2020)

47

Email

University Profile Page

Google Scholar

Edward H. Kennedy Skills & Research Interests

causal inference

nonparametrics

machine learning

health & public policy

Top articles of Edward H. Kennedy

Title

Journal

Author(s)

Publication Date

Linking Clicks to Bricks: Understanding the Effects of Email Advertising on Multichannel Sales

Available at SSRN 3168028

Mi Zhou

Vibhanshu Abhishek

Edward Kennedy

Kannan Srinivasan

Ritwik Sinha

2021

Causal inference with high-dimensional discrete covariates

arXiv preprint arXiv:2405.00118

Zhenghao Zeng

Sivaraman Balakrishnan

Yanjun Han

Edward H Kennedy

2024/4/30

Double cross-fit doubly robust estimators: beyond series regression

arXiv preprint arXiv:2403.15175

Alec McClean

Sivaraman Balakrishnan

Edward H Kennedy

Larry Wasserman

2024/3/22

Nonparametric estimation of conditional incremental effects

Journal of Causal Inference

Alec McClean

Zach Branson

Edward H Kennedy

2024/4/24

Nonparametric identification and efficient estimation of causal effects with instrumental variables

arXiv preprint arXiv:2402.09332

Alexander W Levis

Edward H Kennedy

Luke Keele

2024/2/14

Causal Inference for Genomic Data with Multiple Heterogeneous Outcomes

arXiv preprint arXiv:2404.09119

Jin-Hong Du

Zhenghao Zeng

Edward H Kennedy

Larry Wasserman

Kathryn Roeder

2024/4/14

An efficient doubly-robust test for the kernel treatment effect

Diego Martinez-Taboada

Aaditya Ramdas

Edward H Kennedy

2023

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

American Journal of Epidemiology

Paul Wesson

Manjari Das

Mia Chen

Ling Hsu

Willi McFarland

...

2024/4

Continuous Treatment Effects with Surrogate Outcomes

arXiv preprint arXiv:2402.00168

Zhenghao Zeng

David Arbour

Avi Feller

Raghavendra Addanki

Ryan Rossi

...

2024/1/31

Marshall Joffe’s Contributions to Causal Inference, Biostatistics, and Epidemiology

American Journal of Epidemiology

Dane Isenberg

Edward H Kennedy

J Richard Landis

Nandita Mitra

James M Robins

...

2024/4

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

Journal of Critical Care

Zach Shahn

Boris Jung

Daniel Talmor

Edward H Kennedy

H Lehman Li-wei

...

2024/8/1

Incremental causal effects: an introduction and review

Matteo Bonvini

Alec McClean

Zach Branson

Edward H Kennedy

2023/4/11

Flexibly Estimating and Interpreting Heterogeneous Treatment Effects of Laparoscopic Surgery for Cholecystitis Patients

arXiv preprint arXiv:2311.04359

Matteo Bonvini

Zhenghao Zeng

Miaoqing Yu

Edward H Kennedy

Luke Keele

2023/11/7

Is the Association Between Fruits and Vegetables and Preeclampsia Due to Higher Dietary Vitamin C and Carotenoid Intakes?

The American Journal of Clinical Nutrition

Lisa M Bodnar

Sharon I Kirkpatrick

James M Roberts

Edward H Kennedy

Ashley I Naimi

2023/8/1

Causal Effect Estimation after Propensity Score Trimming with Continuous Treatments

arXiv preprint arXiv:2309.00706

Zach Branson

Edward H Kennedy

Sivaraman Balakrishnan

Larry Wasserman

2023/9/1

Efficient Generalization and Transportation

arXiv preprint arXiv:2302.00092

Zhenghao Zeng

Edward H Kennedy

Lisa M Bodnar

Ashley I Naimi

2023/1/31

Doubly robust machine learning for an instrumental variable study of surgical care for cholecystitis

arXiv preprint arXiv:2307.06269

Kenta Takatsu

Alexander W Levis

Edward Kennedy

Rachel Kelz

Luke Keele

2023/7/12

Distribution-uniform anytime-valid sequential inference

arXiv preprint arXiv:2311.03343

Ian Waudby-Smith

Edward H Kennedy

Aaditya Ramdas

2023/11/6

Naimi et al. Respond to “Demystifying Statistical Inference”

American Journal of Epidemiology

Ashley I Naimi

Alan E Mishler

Edward H Kennedy

2023/9

Minimax optimal subgroup identification

arXiv preprint arXiv:2306.17464

Matteo Bonvini

Edward H Kennedy

Luke J Keele

2023/6/30

See List of Professors in Edward H. Kennedy University(Carnegie Mellon University)

Co-Authors

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