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
LazyData: true
RoxygenNote: 7.1.1
Imports: stats, Rdpack
RdMacros: Rdpack
NeedsCompilation: no
Packaged: 2021-01-27 09:06:28 UTC; tomberrett
Repository: CRAN
Date/Publication: 2021-01-27 09:30:21 UTC
Built: R 4.6.0; ; 2026-04-26 02:13:19 UTC; unix
