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BNPmix  

Bayesian Nonparametric Mixture Models
View on CRAN: Click here


Download and install BNPmix package within the R console
Install from CRAN:
install.packages("BNPmix")

Install from Github:
library("remotes")
install_github("cran/BNPmix")

Install by package version:
library("remotes")
install_version("BNPmix", "1.2.3")



Attach the package and use:
library("BNPmix")
Maintained by
Riccardo Corradin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-03-29
Latest Update: 2022-07-15
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) for more details.
How to cite:
Riccardo Corradin (2019). BNPmix: Bayesian Nonparametric Mixture Models. R package version 1.2.3, https://cran.r-project.org/web/packages/BNPmix. Accessed 07 Oct. 2026.
Previous versions and publish date:
0.1.1 (2019-03-29 17:30), 0.1.2 (2019-05-18 19:20), 0.2.2 (2019-07-23 18:12), 0.2.3 (2019-09-25 16:40), 0.2.4 (2019-12-04 06:20), 0.2.5 (2019-12-06 16:40), 0.2.6 (2020-06-16 21:20), 0.2.8 (2021-03-21 10:10), 0.2.9 (2021-07-25 21:40), 1.0.0 (2021-11-23 16:40), 1.0.1 (2022-07-09 01:50), 1.0.2 (2022-07-16 00:50), 1.1.0 (2025-10-21 13:30), 1.2.1 (2026-03-06 09:00), (2026-08-04 22:40)
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Complete documentation for BNPmix
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