sphunif: Uniformity Tests on the Circle, Sphere, and Hypersphere
Implementation of uniformity tests on the circle and
(hyper)sphere. The main function of the package is unif_test(), which
conveniently collects more than 35 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 for different 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 applications/simulations in García-Portugués et al. (2021)
<doi:10.1007/978-3-030-69944-4_12>, García-Portugués et al. (2023)
<doi:10.3150/21-BEJ1454>, García-Portugués et al. (2024)
<doi:10.48550/arXiv.2108.09874>, and Fernández-de-Marcos and
García-Portugués (2024) <doi:10.48550/arXiv.2405.13531>.
| Version: |
1.4.0 |
| Depends: |
R (≥ 3.5.0), Rcpp |
| Imports: |
doFuture, doRNG, foreach, future, gsl, rotasym |
| LinkingTo: |
Rcpp, RcppArmadillo |
| Suggests: |
CompQuadForm, goftest, knitr, markdown, mvtnorm, numDeriv, progress, progressr, rmarkdown, scatterplot3d, testthat, viridisLite |
| Published: |
2024-05-24 |
| DOI: |
10.32614/CRAN.package.sphunif |
| Author: |
Eduardo García-Portugués
 [aut, cre],
Thomas Verdebout
[aut],
Alberto Fernández-de-Marcos [ctb],
Paula Navarro [ctb] |
| Maintainer: |
Eduardo García-Portugués <edgarcia at est-econ.uc3m.es> |
| BugReports: |
https://github.com/egarpor/sphunif |
| License: |
GPL-3 |
| URL: |
https://github.com/egarpor/sphunif |
| NeedsCompilation: |
yes |
| Citation: |
sphunif citation info |
| Materials: |
NEWS |
| CRAN checks: |
sphunif results |
Documentation:
Downloads:
Reverse dependencies:
Linking:
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