Package: USP
Title: U-Statistic Permutation Tests of Independence for all Data Types
Version: 0.1.2
Author: 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]
Maintainer: Thomas B. Berrett <tom.berrett@warwick.ac.uk>
Description: 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.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.1.1
Imports: stats, Rdpack
RdMacros: Rdpack
NeedsCompilation: no
Packaged: 2026-10-13 11:40:27 UTC; root
Repository: https://cran.r-universe.dev
Date/Publication: 2021-01-27 08:30:21 UTC
RemoteUrl: https://github.com/cran/USP
RemoteRef: HEAD
RemoteSha: 52cff1e3b92c5e98602ceb242d544839dcbe8dec