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BNPmix (version 1.1.0)

BNPmix-package: 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) tools:::Rd_expr_doi("10.18637/jss.v100.i15") for more details.

Arguments

Author

Maintainer: Riccardo Corradin riccardo.corradin@gmail.com

Other contributors:

  • Antonio Canale [contributor]

  • Bernardo Nipoti [contributor]