The conditional permutation test for independence while controlling for confounders TB Berrett, Y Wang, RF Barber, RJ Samworth
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2020
167 2020 Efficient multivariate entropy estimation via TB Berrett, RJ Samworth, M Yuan
146 2019 Nonparametric independence testing via mutual information TB Berrett, RJ Samworth
Biometrika 106 (3), 547-566, 2019
123 2019 Vascular positron emission tomography and restenosis in symptomatic peripheral arterial disease: a prospective clinical study MM Chowdhury, JM Tarkin, MS Albaghdadi, NR Evans, EPV Le, ...
Cardiovascular Imaging 13 (4), 1008-1017, 2020
61 2020 Local nearest neighbour classification with applications to semi-supervised learning TI Cannings, TB Berrett, RJ Samworth
The Annals of Statistics 48 (3), 1789-1814, 2020
56 2020 Optimal rates for independence testing via U-statistic permutation tests TB Berrett, I Kontoyiannis, RJ Samworth
The Annals of Statistics 49 (5), 2457-2490, 2021
52 2021 Locally private non-asymptotic testing of discrete distributions is faster using interactive mechanisms T Berrett, C Butucea
Advances in Neural Information Processing Systems 33, 3164-3173, 2020
48 2020 On robustness and local differential privacy M Li, TB Berrett, Y Yu
The Annals of Statistics 51 (2), 717-737, 2023
33 2023 USP: an independence test that improves on Pearson’s chi-squared and the G -test TB Berrett, RJ Samworth
Proceedings of the Royal Society A 477 (2256), 20210549, 2021
31 2021 Efficient functional estimation and the super-oracle phenomenon TB Berrett, RJ Samworth
The Annals of Statistics 51 (2), 668-690, 2023
24 2023 Strongly universally consistent nonparametric regression and classification with privatised data TB Berrett, L Györfi, H Walk
24 2021 Site and burden of lower limb atherosclerosis predicts long-term mortality in a cohort of patients with peripheral arterial disease PJW Tern, I Kujawiak, P Saha, TB Berrett, MM Chowdhury, PA Coughlin
European Journal of Vascular and Endovascular Surgery 56 (6), 849-856, 2018
24 2018 Classification under local differential privacy T Berrett, C Butucea
arXiv preprint arXiv:1912.04629, 2019
23 2019 Locally private online change point detection T Berrett, Y Yu
Advances in Neural Information Processing Systems 34, 3425-3437, 2021
20 2021 Goodness-of-fit testing for Hölder continuous densities under local differential privacy A Dubois, TB Berrett, C Butucea
Foundations of Modern Statistics, 53-119, 2019
13 2019 Optimal nonparametric testing of missing completely at random and its connections to compatibility TB Berrett, RJ Samworth
The Annals of Statistics 51 (5), 2170-2193, 2023
11 2023 Network change point localisation under local differential privacy M Li, T Berrett, Y Yu
Advances in Neural Information Processing Systems 35, 15013-15026, 2022
7 2022 IndepTest: Nonparametric independence tests based on entropy estimation TB Berrett, DJ Grose, RJ Samworth
R Package Version 0.2. 0, 2018
7 2018 Tests of missing completely at random based on sample covariance matrices A Bordino, TB Berrett
arXiv preprint arXiv:2401.05256, 2024
5 2024 Modern k-nearest neighbour methods in entropy estimation, independence testing and classification TB Berrett
5 2017 