A Bayesian hierarchical model for clustering dissimilarity data using the Dirichlet process. The latent configuration of objects and the number of clusters are automatically inferred during the fitting process. The package supports multiple models which are available to detect clusters of various shapes and sizes using different covariance structures. Additional functions are included to ensure adequate model fits through prior and posterior predictive checks.
| Version: | 0.0.1 |
| Depends: | nimble, R (≥ 3.5) |
| Imports: | ggplot2, bayesplot, mcclust, cluster, truncnorm |
| Suggests: | spelling |
| Published: | 2025-12-19 |
| DOI: | 10.32614/CRAN.package.DPCD |
| Author: | Sam Morrissette [cph, aut, cre] |
| Maintainer: | Sam Morrissette <samuel.morrissette01 at gmail.com> |
| BugReports: | https://github.com/SamMorrissette/DPCD/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/SamMorrissette/DPCD |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README, NEWS |
| CRAN checks: | DPCD results |
| Reference manual: | DPCD.html , DPCD.pdf |
| Package source: | DPCD_0.0.1.tar.gz |
| Windows binaries: | r-devel: DPCD_0.0.1.zip, r-release: DPCD_0.0.1.zip, r-oldrel: DPCD_0.0.1.zip |
| macOS binaries: | r-release (arm64): DPCD_0.0.1.tgz, r-oldrel (arm64): DPCD_0.0.1.tgz, r-release (x86_64): DPCD_0.0.1.tgz, r-oldrel (x86_64): DPCD_0.0.1.tgz |
Please use the canonical form https://CRAN.R-project.org/package=DPCD to link to this page.
Need a high-speed mirror for your open-source project?
Contact our mirror admin team at info@clientvps.com.
This archive is provided as a free public service to the community.
Proudly supported by infrastructure from VPSPulse , RxServers , BuyNumber , UnitVPS , OffshoreName and secure payment technology by ArionPay.