circlus: Clustering and Simulation of Spherical Cauchy and PKBD Models
Provides tools for estimation and clustering of spherical data, seamlessly integrated with the 'flexmix' package. Includes the necessary M-step implementations for both Poisson Kernel-Based Distribution (PKBD) and spherical Cauchy distribution. Additionally, the package provides random number generators for PKBD and spherical Cauchy distribution. Methods are based on Golzy M., Markatou M. (2020) <doi:10.1080/10618600.2020.1740713>, Kato S., McCullagh P. (2020) <doi:10.3150/20-bej1222> and Sablica L., Hornik K., Leydold J. (2023) <doi:10.1214/23-ejs2149>.
| Version: | 0.0.2 |
| Depends: | R (≥ 3.1.0) |
| Imports: | Rcpp (≥ 0.12.18),Tinflex (≥ 1.8),flexmix,torch, methods |
| LinkingTo: | Rcpp,RcppArmadillo |
| Published: | 2025-02-19 |
| DOI: | 10.32614/CRAN.package.circlus |
| Author: | Lukas Sablica [aut, cre], Kurt Hornik [aut], Bettina Gruen [aut], Josef Leydold [aut] |
| Maintainer: | Lukas Sablica <lsablica at wu.ac.at> |
| BugReports: | https://github.com/lsablica/circlus/issues |
| License: | GPL-3 |
| URL: | https://github.com/lsablica/circlus |
| NeedsCompilation: | yes |
| CRAN checks: | circlus results |
Documentation:
| Reference manual: | circlus.html ,circlus.pdf |
Downloads:
| Package source: | circlus_0.0.2.tar.gz |
| Windows binaries: | r-devel:circlus_0.0.2.zip, r-release:circlus_0.0.2.zip, r-oldrel:circlus_0.0.2.zip |
| macOS binaries: | r-release (arm64):circlus_0.0.2.tgz, r-oldrel (arm64):circlus_0.0.2.tgz, r-release (x86_64):circlus_0.0.2.tgz, r-oldrel (x86_64):circlus_0.0.2.tgz |
| Old sources: | circlus archive |
Linking:
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