BNPmix: Bayesian Nonparametric Mixture Models

Functions to perform Bayesian nonparametric univariate and multivariate density estimation and clustering, by means of Pitman-Yor mixtures, and dependent Dirichlet process mixtures for partially exchangeable data. See Corradin et al. (2021) <doi:10.18637/jss.v100.i15> for more details.

Package details

AuthorRiccardo Corradin [aut, cre], Antonio Canale [ctb], Bernardo Nipoti [ctb]
MaintainerRiccardo Corradin <riccardo.corradin@gmail.com>
LicenseLGPL-3 | file LICENSE
Version1.0.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("BNPmix")

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BNPmix documentation built on July 16, 2022, 1:04 a.m.