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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 |
| Author: | Dario Azzimonti |
| 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 |
| In views: | TimeSeries |
| CRAN checks: | fable.bayesRecon results |
| Reference manual: | fable.bayesRecon.html , fable.bayesRecon.pdf |
| Vignettes: |
Forecasts reconciliation with fable.bayesRecon (source, R code) |
| Package source: | fable.bayesRecon_0.1.0.tar.gz |
| Windows binaries: | r-devel: fable.bayesRecon_0.1.0.zip, r-release: fable.bayesRecon_0.1.0.zip, r-oldrel: fable.bayesRecon_0.1.0.zip |
| macOS binaries: | r-release (arm64): fable.bayesRecon_0.1.0.tgz, r-oldrel (arm64): fable.bayesRecon_0.1.0.tgz, r-release (x86_64): fable.bayesRecon_0.1.0.tgz, r-oldrel (x86_64): fable.bayesRecon_0.1.0.tgz |
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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.
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