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Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America|August 23, 2024
A framework for leveraging machine learning tools to estimate personalized survival curvesCharles J Wolock, Peter B Gilbert, Noah Simon, et al.The Journal of Infectious Diseases|September 19, 2025
Immune Correlates and Vaccine Immunobridging: Statistical Innovations, Challenges, and OpportunitiesMarco Carone, Charles J Wolock, Antonio Olivas-Martinez, et al.Biometrics|October 12, 2020
Nonparametric variable importance assessment using machine learning techniquesBrian D Williamson, Peter B Gilbert, Marco Carone, et al.Journal of the American Statistical Association|October 26, 2019
Estimating and Testing Vaccine Sieve Effects Using Machine LearningDavid Benkeser, Peter B Gilbert, Marco CaroneStatistics in Medicine|July 4, 2017
Improved estimation of the cumulative incidence of rare outcomesDavid Benkeser, Marco Carone, Peter B GilbertStatistica Sinica|July 6, 2023
Marginal Bayesian Posterior Inference using Recurrent Neural Networks with Application to Sequential ModelsThayer Fisher, Alex Luedtke, Marco Carone, et al.Science Advances|March 14, 2020
Learning to learn from data: Using deep adversarial learning to construct optimal statistical proceduresAlex Luedtke, Marco Carone, Noah Simon, et al.Biostatistics (Oxford, England)|July 18, 2022
A controlled effects approach to assessing immune correlates of protectionPeter B Gilbert, Youyi Fong, Avi Kenny, et al.Journal of the American Statistical Association|August 26, 2024
Inference for treatment-specific survival curves using machine learningTed Westling, Alex Luedtke, Peter B Gilbert, et al.Biostatistics (Oxford, England)|October 18, 2023
A controlled effects approach to assessing immune correlates of protectionPeter B Gilbert, Youyi Fong, Avi Kenny, et al.Pageof 48