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circlus  

Clustering and Simulation of Spherical Cauchy and PKBD Models
View on CRAN: Click here


Download and install circlus package within the R console
Install from CRAN:
install.packages("circlus")

Install from Github:
library("remotes")
install_github("cran/circlus")

Install by package version:
library("remotes")
install_version("circlus", "0.0.1")



Attach the package and use:
library("circlus")
Maintained by
Lukas Sablica
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-10-17
Latest Update: 2024-10-17
Description:
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>.
How to cite:
Lukas Sablica (2024). circlus: Clustering and Simulation of Spherical Cauchy and PKBD Models. R package version 0.0.1, https://cran.r-project.org/web/packages/circlus. Accessed 21 Nov. 2024.
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