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: | 0.0.1 |
| Depends: | R (≥ 3.1.0) |
| Imports: | Rcpp (≥ 0.12.18), Tinflex (≥ 1.8), flexmix, torch, methods |
| LinkingTo: | Rcpp, RcppArmadillo |
| Published: | 2024-10-17 |
| 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> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| CRAN checks: | circlus results |
Documentation:
| Reference manual: | circlus.pdf |
Downloads:
| Package source: | circlus_0.0.1.tar.gz |
| Windows binaries: | r-devel: circlus_0.0.1.zip, r-release: circlus_0.0.1.zip, r-oldrel: circlus_0.0.1.zip |
| macOS binaries: | r-release (arm64): circlus_0.0.1.tgz, r-oldrel (arm64): circlus_0.0.1.tgz, r-release (x86_64): circlus_0.0.1.tgz, r-oldrel (x86_64): circlus_0.0.1.tgz |
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