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) for more details.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("BNPmix")

1.0.0 by Riccardo Corradin, 15 days ago


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


Authors: Riccardo Corradin [aut, cre] , Antonio Canale [ctb] , Bernardo Nipoti [ctb]


Documentation:   PDF Manual  


LGPL-3 | file LICENSE license


Imports methods, stats, ggplot2, coda, Rcpp, ggpubr

Suggests R.rsp

Linking to RcppArmadillo, Rcpp, RcppDist


Suggested by BNPdensity.


See at CRAN