fable.bayesRecon: Bayesian Reconciliation in the 'fable' Framework
Implements the 'bayesRecon' probabilistic reconciliation methods within the 'fable' framework for hierarchical time series forecasting. Bayesian reconciliation (bayesRecon) methods are accessed via the 'reconcile' verb, following 'fable' conventions. For methodological background, see Corani et al. (2021) <doi:10.1007/978-3-030-67664-3_13>, Zambon et al. (2024a) <doi:10.1007/s11222-023-10343-y>, Zambon et al. (2024b) <https://proceedings.mlr.press/v244/zambon24a.html>, and Carrara et al. (2025) <doi:10.48550/arXiv.2506.19554>.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1) |
| Imports: | stats, bayesRecon, fabletools (≥ 0.7.0), purrr, vctrs, distributional, dplyr, tsibble, rlang |
| Suggests: | testthat (≥ 3.0.0), cli, fable, tsibbledata, tibble, ggplot2, scales, knitr, rmarkdown |
| Published: | 2026-05-28 |
| DOI: | 10.32614/CRAN.package.fable.bayesRecon (may not be active yet) |
| Author: | Dario Azzimonti 
[aut, cre, cph],
Stefano Damato
[aut],
Lorenzo Zambon
[aut],
Chiara Carrara
[aut],
Giorgio Corani
[aut] |
| Maintainer: | Dario Azzimonti <dario.azzimonti at gmail.com> |
| BugReports: | https://github.com/dazzimonti/fable.bayesRecon/issues |
| License: | LGPL (≥ 3) |
| URL: | https://github.com/dazzimonti/fable.bayesRecon |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | fable.bayesRecon results |
Documentation:
| Reference manual: | fable.bayesRecon.html , fable.bayesRecon.pdf |
| Vignettes: |
Forecasts reconciliation with fable.bayesRecon (source, R code) |
Downloads:
| Package source: | fable.bayesRecon_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): fable.bayesRecon_0.1.0.tgz, r-oldrel (x86_64): fable.bayesRecon_0.1.0.tgz |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=fable.bayesRecon to link to this page.