Crandore Hub

BNPmix

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) <doi:10.18637/jss.v100.i15> for more details.

Versions across snapshots

VersionRepositoryFileSize
1.2.1 2026-04-09 windows/windows R-4.5 BNPmix_1.2.1.zip 1.7 MiB

Dependencies (latest)

Depends

Imports

LinkingTo

Suggests