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USP  

U-Statistic Permutation Tests of Independence for all Data Types
View on CRAN: Click here


Download and install USP package within the R console
Install from CRAN:
install.packages("USP")

Install from Github:
library("remotes")
install_github("cran/USP")

Install by package version:
library("remotes")
install_version("USP", "0.1.2")



Attach the package and use:
library("USP")
Maintained by
Thomas B. Berrett
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-16
Latest Update: 2021-01-27
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) <doi:10.48550/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.
How to cite:
Thomas B. Berrett (2020). USP: U-Statistic Permutation Tests of Independence for all Data Types. R package version 0.1.2, https://cran.r-project.org/web/packages/USP. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.1 (2020-11-16 17:00)
Other packages that cited USP R package
View USP citation profile
Other R packages that USP depends, imports, suggests or enhances
Complete documentation for USP
Functions, R codes and Examples using the USP R package
Some associated functions: DiscStat . FourierBasis . FourierKernel . InfKern . KernStat . USP . USP.test . USPFourier . USPFourierAdapt . USPFunctional . coeffs . sumbasis . 
Some associated R codes: DiscStat.R . FourierBasis.R . FourierKernel.R . InfKern.R . KernStat.R . USP.R . USP.test.R . USPFourier.R . USPFourierAdapt.R . USPFunctional.R . coeffs.R . sumbasis.R .  Full USP package functions and examples
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