BNPmix-package: BNPmix: Bayesian Nonparametric Mixture Models

BNPmix-packageR Documentation

BNPmix: Bayesian Nonparametric Mixture Models

Description

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) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.18637/jss.v100.i15")} for more details.

Author(s)

Maintainer: Riccardo Corradin riccardo.corradin@gmail.com

Other contributors:

  • Antonio Canale [contributor]

  • Bernardo Nipoti [contributor]


BNPmix documentation built on Nov. 5, 2025, 5:07 p.m.