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sphunif  

Uniformity Tests on the Circle, Sphere, and Hypersphere
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sphunif", "1.3.0")



Attach the package and use:
library("sphunif")
Maintained by
Eduardo García-Portugués
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-02
Latest Update: 2023-12-04
Description:
Implementation of uniformity tests on the circle and (hyper)sphere. The main function of the package is unif_test(), which conveniently collects more than 30 tests for assessing uniformity on S^{p-1}={x in R^p : ||x||=1}, p >= 2. The test statistics are implemented in the unif_stat() function, which allows computing several statistics to several samples within a single call, thus facilitating Monte Carlo experiments. Furthermore, the unif_stat_MC() function allows parallelizing them in a simple way. The asymptotic null distributions of the statistics are available through the function unif_stat_distr(). The core of 'sphunif' is coded in C++ by relying on the 'Rcpp' package. The package also provides several novel datasets and gives the replicability for the data application in García-Portugués, Navarro-Esteban and Cuesta-Albertos (2023) <doi:10.48550/arXiv.2008.09897>.
How to cite:
Eduardo García-Portugués (2021). sphunif: Uniformity Tests on the Circle, Sphere, and Hypersphere. R package version 1.3.0, https://cran.r-project.org/web/packages/sphunif
Previous versions and publish date:
1.0.1 (2021-09-02 09:40), 1.1.0 (2023-08-21 10:30)
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