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DESCRIPTION
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Package: sphunif
Type: Package
Title: Uniformity Tests on the Circle, Sphere, and Hypersphere
Version: 1.4.0
Date: 2024-05-21
Authors@R: c(
person(given = "Eduardo", family = "García-Portugués",
role = c("aut", "cre"), email = "[email protected]",
comment = c(ORCID = "0000-0002-9224-4111")),
person(given = "Thomas", family = "Verdebout", role = "aut",
comment = c(ORCID = "0000-0002-3277-9587")),
person(given = "Alberto", family = "Fernández-de-Marcos", role = "ctb",
email = "[email protected]"),
person(given = "Paula", family = "Navarro", role = "ctb",
email = "[email protected]")
)
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 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>.
License: GPL-3
LazyData: true
Depends:
R (>= 3.5.0),
Rcpp
Imports:
doFuture,
doRNG,
foreach,
future,
gsl,
rotasym
Suggests:
CompQuadForm,
goftest,
knitr,
markdown,
mvtnorm,
numDeriv,
progress,
progressr,
rmarkdown,
scatterplot3d,
testthat,
viridisLite
LinkingTo: Rcpp, RcppArmadillo
URL: https://github.com/egarpor/sphunif
BugReports: https://github.com/egarpor/sphunif
Encoding: UTF-8
RoxygenNote: 7.2.3
Roxygen: list(old_usage = TRUE)
VignetteBuilder: knitr
Config/testthat/edition: 3