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) , Kato S., McCullagh P. (2020) and Sablica L., Hornik K., Leydold J. (2023) .


Reference manual

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install.packages("circlus")

0.0.2 by Lukas Sablica, 2 years ago


https://github.com/lsablica/circlus


Report a bug at https://github.com/lsablica/circlus/issues


Browse source code at https://github.com/cran/circlus


Authors: Lukas Sablica [aut, cre] , Kurt Hornik [aut] , Bettina Gruen [aut] , Josef Leydold [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports Rcpp, Tinflex, flexmix, torch, methods

Linking to Rcpp, RcppArmadillo


See at CRAN