U-Statistic Permutation Tests of Independence for all Data Types R package USP version 0.1.2 Implements various independence tests for discrete, continuous, and infinite-dimensional data. The tests are based on a U-statistic permutation test, the USP of Berrett, Kontoyiannis and Samworth (2020) <arXiv:2001.05513>, and shown to be minimax rate optimal in a wide range of settings. As the permutation principle is used, all tests have exact, non-asymptotic Type I error control at the nominal level. Software Imports: stats, Rdpack Thomas B. Berrett <tom.berrett@warwick.ac.uk> Comprehensive R Archive Network (CRAN) Thomas B. Berrett <tom.berrett@warwick.ac.uk> [aut,cre], Ioannis Kontoyiannis <yiannis@maths.cam.ac.uk> [aut], Richard J. Samworth <r.samworth@statslab.cam.ac.uk> [aut] MIT + file LICENSE (https://CRAN.R-project.org/package=USP/LICENSE) 2021-01-27 application/tgz https://CRAN.R-project.org/package=USP doi:10.32614/CRAN.package.USP