CRAN/E | BNPmix

BNPmix

Bayesian Nonparametric Mixture Models

Installation

About

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.

Citation BNPmix citation info

Key Metrics

Version 1.0.2
R ≥ 3.5.0
Published 2022-07-15 643 days ago
Needs compilation? yes
License LGPL-3
License File
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Maintainer

Maintainer

Riccardo Corradin

riccardo.corradin@gmail.com

Authors

Riccardo Corradin

aut / cre

Antonio Canale

ctb

Bernardo Nipoti

ctb

Material

README
Reference manual
Package source

Vignettes

R packages: LaTeX vignettes

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

BNPmix archive

Depends

R ≥ 3.5.0

Imports

methods
stats
ggplot2
coda
Rcpp
ggpubr

Suggests

R.rsp

LinkingTo

RcppArmadillo
Rcpp ≥ 0.12.13
RcppDist

Reverse Suggests

BNPdensity