Michael Kosorok

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

ORCID: 0000-0002-6070-9738

University of North Carolina at Chapel Hill

Publications

• A Unified Nonparametric Fiducial Approach to Interval-Censored Data — Journal of the American Statistical Association 2024
• Multi-stage optimal dynamic treatment regimes for survival outcomes with dependent censoring — Biometrika 2023
• Estimating heterogeneous treatment effects with right-censored data via causal survival forests — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
• Discussion of ‘Multi-scale Fisher’s independence test for multivariate dependence’ — Biometrika 2022
• High-Dimensional Precision Medicine From Patient-Derived Xenografts — Journal of the American Statistical Association 2021
• Discussion of ‘Estimating time-varying causal excursion effects in mobile health with binary outcomes’ — Biometrika 2021
• Introduction to the Theory and Methods Special Issue on Precision Medicine and Individualized Policy Discovery — Journal of the American Statistical Association 2021
• General regression model for the subdistribution of a competing risk under left-truncation and right-censoring — Biometrika 2020
• Estimating Dynamic Treatment Regimes in Mobile Health Using V-Learning — Journal of the American Statistical Association 2020
• Feature elimination in kernel machines in moderately high dimensions — The Annals of Statistics 2019
• Weighted NPMLE for the Subdistribution of a Competing Risk — Journal of the American Statistical Association 2019
• The change-plane Cox model — Biometrika 2018
• Residual Weighted Learning for Estimating Individualized Treatment Rules — Journal of the American Statistical Association 2017
• Comment — Journal of the American Statistical Association 2016
• Rejoinder — Journal of the American Statistical Association 2016
• Personalized Dose Finding Using Outcome Weighted Learning — Journal of the American Statistical Association 2016
• Asymptotics for change-point models under varying degrees of mis-specification — The Annals of Statistics 2016
• Reinforcement Learning Trees — Journal of the American Statistical Association 2015
• New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes — Journal of the American Statistical Association 2015
• The optimal power puzzle: scrutiny of the monotone likelihood ratio assumption in multiple testing — Biometrika 2013
• Correction: Discussion of Brownian distance covariance — The Annals of Applied Statistics 2013
• Latent Supervised Learning — Journal of the American Statistical Association 2013
• Estimating Individualized Treatment Rules Using Outcome Weighted Learning — Journal of the American Statistical Association 2012
• Q-learning with censored data — The Annals of Statistics 2012 (name-matched, not ORCID-linked)
• Likelihood based inference for current status data on a grid: A boundary phenomenon and an adaptive inference procedure — The Annals of Statistics 2012
• Recursively Imputed Survival Trees — Journal of the American Statistical Association 2012
• Comment — Journal of the American Statistical Association 2011
• Inverse Regression Estimation for Censored Data — Journal of the American Statistical Association 2011
• A note on semiparametric efficient inference for two-stage outcome-dependent sampling with a continuous outcome — Biometrika 2009
• General frequentist properties of the posterior profile distribution — The Annals of Statistics 2008
• Higher order semiparametric frequentist inference with the profile sampler — The Annals of Statistics 2008
• Marginal asymptotics for the “large $p$, small $n$” paradigm: With applications to microarray data — The Annals of Statistics 2007
• Nonparametric Association Analysis of Bivariate Competing-Risks Data — Journal of the American Statistical Association 2007
• Inference under right censoring for transformation models with a change-point based on a covariate threshold — The Annals of Statistics 2007
• Comment — Journal of the American Statistical Association 2007
• Penalized log-likelihood estimation for partly linear transformation models with current status data — The Annals of Statistics 2005
• The Profile Sampler — Journal of the American Statistical Association 2005
• Comment — Journal of the American Statistical Association 2005
• Sample‐size formula for clustered survival data using weighted log‐rank statistics — Biometrika 2004 (name-matched, not ORCID-linked)
• Robust inference for univariate proportional hazards frailty regression models — The Annals of Statistics 2004 (name-matched, not ORCID-linked)
• Analysis of Time-to-Event Data With Incomplete Event Adjudication — Journal of the American Statistical Association 2004
• Temporal process regression — Biometrika 2004
• Amendments and Corrections: ‘Two‐sample quantile tests under general conditions’ — Biometrika 2001 (name-matched, not ORCID-linked)
• Two-sample quantile tests under general conditions — Biometrika 1999
• The Versatility of Function-Indexed Weighted Log-Rank Statistics — Journal of the American Statistical Association 1999
• A general class of function-indexed nonparametric tests for survival analysis — The Annals of Statistics 1999
• The Analysis of Longitudinal Ordinal Response Data in Continuous Time — Journal of the American Statistical Association 1996
• Using surrogate failure time data to increase cost effectiveness in clinical trials — Biometrika 1993