Thomas Berrett

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

ORCID: 0000-0002-2005-110X

Department of Statistics, University of Warwick, Coventry, UK

Publications

• Locally differentially private two-sample testing — Biometrika 2026
• Tests of missing completely at random based on sample covariance matrices — The Annals of Statistics 2025
• Nonparametric classification with missing data — The Annals of Statistics 2024
• Optimal nonparametric testing of Missing Completely At Random and its connections to compatibility — The Annals of Statistics 2023
• On robustness and local differential privacy — The Annals of Statistics 2023
• Efficient functional estimation and the super-oracle phenomenon — The Annals of Statistics 2023
• Discussion of ‘Multi-scale Fisher’s independence test for multivariate dependence’ — Biometrika 2022
• Optimal rates for independence testing via U-statistic permutation tests — The Annals of Statistics 2021
• Local nearest neighbour classification with applications to semi-supervised learning — The Annals of Statistics 2020
• The conditional permutation test for independence while controlling for confounders — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2020
• Efficient multivariate entropy estimation via $k$-nearest neighbour distances — The Annals of Statistics 2019
• Nonparametric independence testing via mutual information — Biometrika 2019
• Rate Optimality and Phase Transition for User-Level Local Differential Privacy — Journal of the American Statistical Association