Michael Hudgens

17 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-9106-4194

Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC

Publications

• Efficient Nonparametric Estimation of Stochastic Policy Effects with Clustered Interference — Journal of the American Statistical Association 2025
• Exposure effects on count outcomes with observational data, with application to incarcerated women — The Annals of Applied Statistics 2024
• Average treatment effects in the presence of unknown interference — The Annals of Statistics 2021
• Causal inference from observational studies with clustered interference, with application to a cholera vaccine study — The Annals of Applied Statistics 2020 (name-matched, not ORCID-linked)
• Downstream Effects of Upstream Causes — Journal of the American Statistical Association 2019
• Nonparametric inference for immune response thresholds of risk in vaccine studies — The Annals of Applied Statistics 2019
• On nonparametric maximum likelihood estimation with double truncation — Biometrika 2019
• Partial likelihood estimation of isotonic proportional hazards models — Biometrika 2018
• Doubly robust estimation of optimal treatment regimes for survival data—with application to an HIV/AIDS study — The Annals of Applied Statistics 2017
• On inverse probability-weighted estimators in the presence of interference — Biometrika 2016
• Comment — Journal of the American Statistical Association 2015
• Large Sample Randomization Inference of Causal Effects in the Presence of Interference — Journal of the American Statistical Association 2014
• Sensitivity Analysis of Per-Protocol Time-to-Event Treatment Efficacy in Randomized Clinical Trials — Journal of the American Statistical Association 2013
• Randomization-Based Inference Within Principal Strata — Journal of the American Statistical Association 2011
• Toward Causal Inference With Interference — Journal of the American Statistical Association 2008
• Causal Vaccine Effects on Binary Postinfection Outcomes — Journal of the American Statistical Association 2006
• On nonparametric maximum likelihood estimation with interval censoring and left truncation — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2005