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.


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Reference manual

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install.packages("BNPmix")

0.2.3 by Riccardo Corradin, 19 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, ggplot2, coda

Linking to RcppArmadillo, Rcpp


See at CRAN