circlus

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.

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