Alex Luedtke

Also affiliated with University of Washington

MathematicsMedicinePsychology

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 51 papers. Top paper: “Immune correlates analysis of the ENSEMBLE single Ad26.COV2.S dose vaccine efficacy clinical trial”.

Immune correlates analysis of the ENSEMBLE single Ad26.COV2.S dose vaccine efficacy clinical trial

Nature Microbiology(2022)10.1038/s41564-022-01262-1

N/A

2.6DataRank · unranked

93 citations

Adrian B. McDermott, David Benkeser, Sanne Roels, Daniel J Stieh, An Vandebosch +56 more

Mosaic HIV-1 vaccine regimen in southern African women (Imbokodo/HVTN 705/HPX2008): a randomised, double-blind, placebo-controlled, phase 2b trial

The Lancet Infectious Diseases(2024)10.1016/s1473-3099(24)00358-x

N/A

1.3DataRank · unranked

40 citations

Kathryn Mngadi, Ludo Lavreys, Steven Nijs, Peter B. Gilbert, John Hural +60 more

Neutralizing antibody correlate of protection against severe-critical COVID-19 in the ENSEMBLE single-dose Ad26.COV2.S vaccine efficacy trial

Nature Communications(2024)10.1038/s41467-024-53727-y

N/A

0.644DataRank · unranked

21 citations

Ollivier Hyrien, Youyi Fong, David Benkeser, Sanne Roels, Daniel J Stieh +56 more

Design of a multicenter randomized controlled trial of a post‐discharge suicide prevention intervention for high‐risk psychiatric inpatients: The Veterans Coordinated Community Care Study

International Journal of Methods in Psychiatric Research(2024)10.1002/mpr.70003

N/A

0.224DataRank · unranked

3 citations

Todd M. Bishop, Mark S. Bauer, Jeffrey Benware, Robert M. Bossarte, John Bradley +21 more

Optimal Individualized Decision Rules Using Instrumental Variable Methods

Journal of the American Statistical Association(2020)10.1080/01621459.2020.1745814

N/A

0DataRank · unranked

37 citations

Marco Carone, Ekaterina Sadikova, Maria Petukhova, Ronald C. Kessler, Alex Luedtke +1 more

Adversarial Monte Carlo Meta-Learning of Optimal Prediction Procedures

Journal of Machine Learning Research(2020)10.48550/arxiv.2002.11275

N/A

0DataRank · unranked

2 citations

Incheoul Chung, Oleg Sofrygin, Alex Luedtke

Assessing Durability of Vaccine Effect Following Blinded Crossover in COVID-19 Vaccine Efficacy Trials

medRxiv(2020)10.1101/2020.12.14.20248137

N/A

0DataRank · unranked

25 citations

Jonathan Fintzi, Michael P. Fay, Holly Janes, Lindsey R. Baden, Hana M. El Sahly +25 more

Improving Precision and Power in Randomized Trials for COVID-19 Treatments Using Covariate Adjustment, for Binary, Ordinal, and Time-to-Event Outcomes

medRxiv(2020)10.1101/2020.04.19.20069922

N/A

0DataRank · unranked

14 citations

Iván Díaz, Alex Luedtke, Jodi B Segal, Daniel O. Scharfstein, Michael Rosenblum +1 more

Rejoinder: Improving precision and power in randomized trials for COVID‐19 treatments using covariate adjustment, for binary, ordinal, and time‐to‐event outcomes

Biometrics(2021)10.1111/biom.13495

N/A

0DataRank · unranked

2 citations

Iván Díaz, Alex Luedtke, Jodi B Segal, Daniel O. Scharfstein, Michael Rosenblum +1 more

Discussion on “Estimating vaccine efficacy over time after a randomized study is unblinded” by Anastasios A. Tsiatis and Marie Davidian

Biometrics(2021)10.1111/biom.13542

N/A

0DataRank · unranked

1 citations

Fei Gao, Alex Luedtke, Holly Janes

Invited Commentary: New Directions in Machine Learning Analyses of Administrative Data to Prevent Suicide-Related Behaviors

American Journal of Epidemiology(2021)10.1093/aje/kwab111

N/A

0DataRank · unranked

6 citations

Chris J. Kennedy, Alex Luedtke, Matthew K. Nock, Jordan W. Smoller, Cara M. Stokes +2 more

Correction

Journal of the American Statistical Association(2021)10.1080/01621459.2021.1969237

N/A

0DataRank · unranked

1 citations

Marco Carone, Ekaterina Sadikova, Maria Petukhova, Ronald C. Kessler, Alex Luedtke +1 more

Discussion of Kallus (2020) and Mo, Qi, and Liu (2020): New Objectives for Policy Learning

Journal of the American Statistical Association(2021)10.1080/01621459.2020.1837140

N/A

0DataRank · unranked

0 citations

Xiudi Li, Alex Luedtke, Sijia Li

Development of a model to predict antidepressant treatment response for depression among Veterans

Psychological Medicine(2022)10.1017/s0033291722001982

N/A

0DataRank · unranked

15 citations

Hannah N. Ziobrowski, Eric L. Ross, Howard Liu, Brett Turner, Ruifeng Cui +17 more

Individualized treatment rules under stochastic treatment cost constraints

Journal of Causal Inference(2022)10.1515/jci-2022-0005

N/A

0DataRank · unranked

3 citations

Marco Carone, Alex Luedtke, Hongxiang Qiu

Improved efficiency for cross-arm comparisons via platform designs

Biostatistics(2022)10.1093/biostatistics/kxac030

N/A

0DataRank · unranked

5 citations

Alex Luedtke, THE AMP INVESTIGATOR GROUP, Tzu-Jung Huang

Improved inference for vaccine-induced immune responses via shape-constrained methods

Electronic Journal of Statistics(2022)10.1214/22-ejs2079

N/A

0DataRank · unranked

2 citations

Zoe Moodie, Ying Huang, Alex Luedtke, Nilanjana Laha

Deep Learning for Marginal Bayesian Posterior Inference with Recurrent Neural Networks

Statistica Sinica(2022)10.5705/ss.202020.0348

N/A

0DataRank · unranked

2 citations

Alex Luedtke, Marco Carone, Noah Simon, Thayer Fisher

Immune Correlates Analysis of a Single Ad26.COV2.S Dose in the ENSEMBLE COVID-19 Vaccine Efficacy Clinical Trial

medRxiv(2022)10.1101/2022.04.06.22272763

N/A

0DataRank · unranked

12 citations

Adrian B. McDermott, David Benkeser, Sanne Roels, Daniel J Stieh, An Vandebosch +56 more

Can the potential benefit of individualizing treatment be assessed using trial summary statistics alone?

arXiv (Cornell University)(2022)10.48550/arxiv.2211.00163

N/A

0DataRank · unranked

0 citations

Marco Carone, Ronald C. Kessler, Alex Luedtke, Nina Galanter

Inference for Treatment-Specific Survival Curves Using Machine Learning

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2205060

N/A

0DataRank · unranked

22 citations

Alex Luedtke, Peter B. Gilbert, Marco Carone, Ted Westling

Efficient estimation under data fusion

Biometrika(2023)10.1093/biomet/asad007

N/A

0DataRank · unranked

19 citations

Alex Luedtke, Sijia Li

Estimating the efficiency gain of covariate-adjusted analyses in future clinical trials using external data

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2023)10.1093/jrsssb/qkad007

N/A

0DataRank · unranked

6 citations

Sijia Li, Alex Luedtke, Xiudi Li

Development of a model to predict combined antidepressant medication and psychotherapy treatment response for depression among veterans

Journal of Affective Disorders(2023)10.1016/j.jad.2023.01.082

N/A

0DataRank · unranked

5 citations

Eric L. Ross, Howard Liu, Brett Turner, Corey Bryant, Nur Hani Zainal +17 more

Study design approaches for future active-controlled HIV prevention trials

Statistical Communications in Infectious Diseases(2023)10.1515/scid-2023-0002

N/A

0DataRank · unranked

7 citations

Sheila Kansiime, David V. Glidden, Alex Luedtke, Peter B. Gilbert, Fei Gao +2 more

Efficient estimation of the maximal association between multiple predictors and a survival outcome

The Annals of Statistics(2023)10.1214/23-aos2313

N/A

0DataRank · unranked

2 citations

Alex Luedtke, Ian W. McKeague, Tzu-Jung Huang

Adaptive debiased machine learning using data-driven model selection techniques

arXiv (Cornell University)(2023)10.48550/arxiv.2307.12544

N/A

0DataRank · unranked

3 citations

Marco Carone, Alex Luedtke, Mark van der Laan, Lars van der Laan

Causal isotonic calibration for heterogeneous treatment effects

arXiv (Cornell University)(2023)10.48550/arxiv.2302.14011

N/A

0DataRank · unranked

0 citations

Ernesto Ulloa‐Pérez, Marco Carone, Alex Luedtke, Lars van der Laan

One-Step Estimation of Differentiable Hilbert-Valued Parameters

arXiv (Cornell University)(2023)10.48550/arxiv.2303.16711

N/A

0DataRank · unranked

0 citations

Incheoul Chung, Alex Luedtke

Quantifying how single dose Ad26.COV2.S vaccine efficacy depends on Spike sequence features

Research Square(2023)10.21203/rs.3.rs-2743022/v1

N/A

0DataRank · unranked

0 citations

Li Li, Allan C. deCamp, Morgane Rolland, Michal Juraska, Brian D. Williamson +38 more

Adversarial meta-learning of Gamma-minimax estimators that leverage prior knowledge

Electronic Journal of Statistics(2023)10.1214/23-ejs2151

N/A

0DataRank · unranked

0 citations

Alex Luedtke, Hongxiang Qiu

A Deferred-Vaccination Design to Assess Durability of COVID-19 Vaccine Effect After the Placebo Group Is Vaccinated

UNC Libraries(2023)10.17615/wz35-3h79

N/A

0DataRank · unranked

0 citations

Michael P. Fay, Dean Follmann, Deborah Donnell, James G. Kublin, Myron S. Cohen +24 more

Immune correlates analysis of the Imbokodo (HVTN 705/HPX2008) efficacy trial of a mosaic HIV-1 vaccine regimen evaluated in Southern African people assigned female sex at birth: a two-phase case-control study

EBioMedicine(2024)10.1016/j.ebiom.2024.105320

N/A

0DataRank · unranked

16 citations

Janine van Duijn, One Dintwe, Jack Heptinstall, Randy I. Burnham, Sheetal Sawant +93 more

Quantifying how single dose Ad26.COV2.S vaccine efficacy depends on Spike sequence features

Nature Communications(2024)10.1038/s41467-024-46536-w

N/A

0DataRank · unranked

12 citations

Li Li, Allan C. deCamp, Morgane Rolland, Michal Juraska, Brian D. Williamson +45 more

Developing an individualized treatment rule for Veterans with major depressive disorder using electronic health records

Molecular Psychiatry(2024)10.1038/s41380-024-02500-0

N/A

0DataRank · unranked

7 citations

Robert M. Bossarte, Sarah M. Gildea, Irving Hwang, Chris J. Kennedy, Howard Liu +12 more

Stabilized Inverse Probability Weighting via Isotonic Calibration

PubMed(2024)10.48550/arxiv.2411.06342

N/A

0DataRank · unranked

1 citations

Lin, Ziming, Marco Carone, Alex Luedtke, Lars van der Laan

Combining T-learning and DR-learning: a framework for oracle-efficient estimation of causal contrasts

arXiv (Cornell University)(2024)10.48550/arxiv.2402.01972

N/A

0DataRank · unranked

2 citations

Marco Carone, Alex Luedtke, Lars van der Laan

Estimation of subsidiary performance metrics under optimal policies

arXiv (Cornell University)(2024)10.48550/arxiv.2401.04265

N/A

0DataRank · unranked

0 citations

Houssam Nassif, Alex Luedtke, Zhaoqi Li

Can the potential benefit of individualizing treatment be assessed using trial summary statistics alone?

American Journal of Epidemiology(2024)10.1093/aje/kwae040

N/A

0DataRank · unranked

0 citations

Marco Carone, Ronald C. Kessler, Alex Luedtke, Nina Galanter

Simplifying debiased inference via automatic differentiation and probabilistic programming

arXiv (Cornell University)(2024)10.48550/arxiv.2405.08675

N/A

0DataRank · unranked

0 citations

Alex Luedtke

Doubly robust inference via calibration

arXiv (Cornell University)(2024)10.48550/arxiv.2411.02771

N/A

0DataRank · unranked

0 citations

Alex Luedtke, Marco Carone, Lars van der Laan

Data Fusion Using Weakly Aligned Sources

Journal of the American Statistical Association(2025)10.1080/01621459.2025.2476780

N/A

0DataRank · unranked

3 citations

Peter B. Gilbert, Rui Duan, Alex Luedtke, Sijia Li

Immune correlates analysis of antibody responses against SARS-CoV-2 variants in the ENSEMBLE vaccine efficacy trial

iScience(2025)10.1016/j.isci.2025.113660

N/A

0DataRank · unranked

1 citations

Youyi Fong, Lars van der Laan, Fei Heng, Ying Huang, Yiwen Lu +61 more

Estimation of Subsidiary Performance Metrics under Optimal Policies

Statistica Sinica(2025)10.5705/ss.202024.0013

N/A

0DataRank · unranked

0 citations

Houssam Nassif, Alex Luedtke, Zhaoqi Li

Simplifying debiased inference via automatic differentiation and probabilistic programming

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2025)10.1093/jrsssb/qkaf052

N/A

0DataRank · unranked

0 citations

Alex Luedtke

Inference on Variable Importance for Treatment Effect Heterogeneity: Shapley Values and Beyond

ArXiv.org(2025)10.48550/arxiv.2510.18843

N/A

0DataRank · unranked

0 citations

Peter B. Gilbert, Alex Luedtke, Paweł Morzywołek

Improving precision and power in randomized trials for COVID‐19 treatments using covariate adjustment, for binary, ordinal, and time‐to‐event outcomes

Biometrics(2020)10.1111/biom.13377

N/A

0DataRank · unranked

73 citations

Iván Díaz, Alex Luedtke, Jodi B Segal, Daniel O. Scharfstein, Michael Rosenblum +1 more

Sequentially Doubly Robust Estimation of Conditional Survival Probability with Time-Varying Covariates

ArXiv.org(2025)10.48550/arxiv.2510.10372

N/A

0DataRank · unranked

0 citations

Marco Carone, Alex Luedtke, Peter B. Gilbert, Hongxiang Qiu

Using Administrative Data to Predict Suicide After Psychiatric Hospitalization in the Veterans Health Administration System

Frontiers in Psychiatry(2020)10.3389/fpsyt.2020.00390

N/A

0DataRank · unranked

54 citations

Mark S. Bauer, Todd M. Bishop, Olga Demler, Steven K. Dobscha, Sarah M. Gildea +16 more

Learning to learn from data: Using deep adversarial learning to construct optimal statistical procedures

Science Advances(2020)10.1126/sciadv.aaw2140

N/A

0DataRank · unranked

15 citations

Marco Carone, Noah Simon, Oleg Sofrygin, Alex Luedtke

Performance guarantees for policy learning

Annales de l Institut Henri Poincaré Probabilités et Statistiques(2020)10.1214/19-aihp1034

N/A

0DataRank · unranked

11 citations

Antoine Chambaz, Alex Luedtke