polykde: Polyspherical Kernel Density Estimation

Kernel density estimation on the polysphere, hypersphere, and circle. Includes functions for density estimation, regression estimation, ridge estimation, bandwidth selection, kernels, samplers, and homogeneity tests. Companion package to García-Portugués and Meilán-Vila (2024) <doi:10.48550/arXiv.2411.04166> and García-Portugués and Meilán-Vila (2023) <doi:10.1007/978-3-031-32729-2_4>.

Version: 1.0.0
Imports: abind, doFuture, foreach, future, gsl, movMF, progressr, Rcpp (≥ 1.0.8.3), RcppProgress, rotasym, sphunif
LinkingTo: Rcpp, RcppArmadillo, RcppProgress
Suggests: alphashape3d, DirStats, FixedPoint, ks, manipulate, numDeriv, optimParallel, testthat, viridis, rgl, scatterplot3d, sdetorus, smacof
Published: 2025-02-17
DOI: 10.32614/CRAN.package.polykde
Author: Eduardo García-Portugués ORCID iD [aut, cre], Andrea Meilán-Vila ORCID iD [ctb]
Maintainer: Eduardo García-Portugués <edgarcia at est-econ.uc3m.es>
BugReports: https://github.com/egarpor/polykde/issues
License: GPL-3
URL: https://github.com/egarpor/polykde
NeedsCompilation: yes
Citation: polykde citation info
Materials: NEWS
CRAN checks: polykde results

Documentation:

Reference manual: polykde.pdf

Downloads:

Package source: polykde_1.0.0.tar.gz
Windows binaries: r-devel: polykde_1.0.0.zip, r-release: polykde_1.0.0.zip, r-oldrel: polykde_1.0.0.zip
macOS binaries: r-devel (arm64): not available, r-release (arm64): not available, r-oldrel (arm64): not available, r-devel (x86_64): polykde_1.0.0.tgz, r-release (x86_64): polykde_1.0.0.tgz, r-oldrel (x86_64): polykde_1.0.0.tgz

Linking:

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