Package: USP 0.1.2

Thomas B. Berrett

USP: U-Statistic Permutation Tests of Independence for all Data Types

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.

Authors:Thomas B. Berrett <[email protected]> [aut,cre], Ioannis Kontoyiannis <[email protected]> [aut], Richard J. Samworth <[email protected]> [aut]

USP_0.1.2.tar.gz
USP_0.1.2.tar.gz(r-4.5-noble)USP_0.1.2.tar.gz(r-4.4-noble)
USP_0.1.2.tgz(r-4.4-emscripten)USP_0.1.2.tgz(r-4.3-emscripten)
USP.pdf |USP.html
USP/json (API)

# Install 'USP' in R:
install.packages('USP', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.60 score 1 scripts 163 downloads 4 mentions 12 exports 2 dependencies

Last updated 4 years agofrom:52cff1e3b9. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 10 2024
R-4.5-linuxOKNov 10 2024

Exports:coeffsDiscStatFourierBasisFourierKernelInfKernKernStatsumbasisUSPUSP.testUSPFourierUSPFourierAdaptUSPFunctional

Dependencies:rbibutilsRdpack