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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.
| Version: | 1.0.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | methods, stats, ggplot2, coda, Rcpp, ggpubr |
| LinkingTo: | RcppArmadillo, Rcpp (≥ 0.12.13), RcppDist |
| Suggests: | R.rsp |
| Published: | 2022-07-15 |
| DOI: | 10.32614/CRAN.package.BNPmix |
| Author: | Riccardo Corradin [aut, cre], Antonio Canale [ctb], Bernardo Nipoti [ctb] |
| Maintainer: | Riccardo Corradin <riccardo.corradin at gmail.com> |
| License: | LGPL-3 | file LICENSE |
| NeedsCompilation: | yes |
| Citation: | BNPmix citation info |
| Materials: | README |
| CRAN checks: | BNPmix results |
| Reference manual: | BNPmix.pdf |
| Vignettes: |
R packages: LaTeX vignettes |
| Package source: | BNPmix_1.0.2.tar.gz |
| Windows binaries: | r-devel: BNPmix_1.0.2.zip, r-release: BNPmix_1.0.2.zip, r-oldrel: BNPmix_1.0.2.zip |
| macOS binaries: | r-release (arm64): BNPmix_1.0.2.tgz, r-oldrel (arm64): BNPmix_1.0.2.tgz, r-release (x86_64): BNPmix_1.0.2.tgz, r-oldrel (x86_64): BNPmix_1.0.2.tgz |
| Old sources: | BNPmix archive |
| Reverse suggests: | BNPdensity |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.