AddiVortes: (Bayesian) Additive Voronoi Tessellations
Implements the Bayesian Additive Voronoi Tessellation model for non-parametric regression and machine learning as introduced in Stone and Gosling (2025) <doi:10.1080/10618600.2024.2414104>. This package provides a flexible alternative to BART (Bayesian Additive Regression Trees) using Voronoi tessellations instead of trees. Users can fit Bayesian regression models (estimating the associated posterior distributions and make predictions. It is particularly useful for spatial data analysis, machine learning regression, complex function approximation and Bayesian modeling where the underlying structure is unknown. The method is well-suited to capturing spatial patterns and non-linear relationships.
| Version: | 0.6.8 |
| Depends: | R (≥ 4.0.0) |
| Imports: | parallel, pbapply (≥ 1.6) |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0), withr, xml2 |
| Published: | 2026-07-30 |
| DOI: | 10.32614/CRAN.package.AddiVortes |
| Author: | Adam Stone  [aut],
John Paul Gosling
[aut, cre],
Andrew Iskauskas
[aut] |
| Maintainer: | John Paul Gosling <john-paul.gosling at durham.ac.uk> |
| BugReports: | https://github.com/johnpaulgosling/AddiVortes/issues |
| License: | GPL (≥ 3) |
| URL: | https://johnpaulgosling.github.io/AddiVortes/ |
| NeedsCompilation: | yes |
| SystemRequirements: | C++20 |
| Materials: | README, NEWS |
| CRAN checks: | AddiVortes results [issues need fixing before 2026-08-21] |
Documentation:
Downloads:
| Package source: | AddiVortes_0.6.8.tar.gz |
| Windows binaries: | r-devel: AddiVortes_0.6.8.zip, r-release: AddiVortes_0.4.8.zip, r-oldrel: AddiVortes_0.4.8.zip |
| macOS binaries: | r-release (arm64): AddiVortes_0.6.8.tgz, r-oldrel (arm64): AddiVortes_0.6.8.tgz, r-release (x86_64): AddiVortes_0.6.8.tgz, r-oldrel (x86_64): AddiVortes_0.6.8.tgz |
| Old sources: | AddiVortes archive |
Linking:
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