2021

Berrett, Thomas B., Kontoyiannis, Ioannis and Samworth, Richard J. (2021) Optimal rates for independence testing via U-statistic permutation tests. The Annals of Statistics, 49 (5). pp. 2457-2490. doi:10.1214/20-aos2041

2020

Cannings, Timothy I., Berrett, Thomas B. and Samworth, Richard J. (2020) Local nearest neighbour classification with applications to semi-supervised learning. Annals of statistics, 48 (3). pp. 1789-1814. doi:10.1214/19-AOS1868

Berrett, Thomas B., Wang, Yi, Barber, Rina Foygel and Samworth, Richard J. (2020) The conditional permutation test for independence while controlling for confounders. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 82 (1). pp. 175-197. doi:10.1111/rssb.12340

Chowdhury, Mohammed M., Tarkin, Jason M., Albaghdadi, Mazen S., Evans, Nicholas R., Le, Elizabeth P. V., Berrett, Thomas B., Sadat, Umar, Joshi, Francis R., Warburton, Elizabeth A., Buscombe, John R., Hayes, Paul D., Dweck, Marc R., Newby, David E., Rudd, James H. F. and Coughlin, Patrick A. (2020) Vascular Positron Emission Tomography and Restenosis in Symptomatic Peripheral Arterial Disease. JACC: Cardiovascular Imaging, 13 (4). pp. 1008-1017. doi:10.1016/j.jcmg.2019.03.031

2019

Berrett, T. B. and Samworth, R. J. (2019) Nonparametric independence testing via mutual information. Biometrika, 106 (3). pp. 547-566. doi:10.1093/biomet/asz024

Berrett, Thomas B., Samworth, Richard J. and Yuan, Ming (2019) Efficient multivariate entropy estimation via $k$-nearest neighbour distances. The Annals of Statistics, 47 (1). pp. 288-318. doi:10.1214/18-AOS1688

2018

Tern, Paul J. W., Kujawiak, Izabela, Saha, Pratyasha, Berrett, Thomas B., Chowdhury, Mohammed M. and Coughlin, Patrick A. (2018) Site and Burden of Lower Limb Atherosclerosis Predicts Long-term Mortality in a Cohort of Patients With Peripheral Arterial Disease. European Journal of Vascular and Endovascular Surgery, 56 (6). pp. 849-856. doi:10.1016/j.ejvs.2018.07.020