| 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 | 156 | 2020 |
| EFFICIENT MULTIVARIATE ENTROPY ESTIMATION VIA k-NEAREST NEIGHBOUR DISTANCES TB Berrett, RJ Samworth, M Yuan The Annals of Statistics 47 (1), 288-318, 2019 | 144 | 2019 |
| Nonparametric independence testing via mutual information TB Berrett, RJ Samworth Biometrika 106 (3), 547-566, 2019 | 115 | 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 | 55 | 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 | 53 | 2020 |
| 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 | 46 | 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 | 43 | 2021 |
| On robustness and local differential privacy M Li, TB Berrett, Y Yu The Annals of Statistics 51 (2), 717-737, 2023 | 32 | 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 | 27 | 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 |
| Efficient functional estimation and the super-oracle phenomenon TB Berrett, RJ Samworth The Annals of Statistics 51 (2), 668-690, 2023 | 23 | 2023 |
| Classification under local differential privacy T Berrett, C Butucea arXiv preprint arXiv:1912.04629, 2019 | 21 | 2019 |
| Locally private online change point detection T Berrett, Y Yu Advances in Neural Information Processing Systems 34, 3425-3437, 2021 | 18 | 2021 |
| Strongly universally consistent nonparametric regression and classification with privatised data TB Berrett, L Györfi, H Walk | 18 | 2021 |
| 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 | 10 | 2023 |
| 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 | 10 | 2019 |
| 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 | 6 | 2024 |
| Modern k-nearest neighbour methods in entropy estimation, independence testing and classification TB Berrett | 5 | 2017 |
