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 ORCID iD [aut, cre, cph], Stefano Damato ORCID iD [aut], Lorenzo Zambon ORCID iD [aut], Chiara Carrara ORCID iD [aut], Giorgio Corani ORCID iD [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): 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

Linking:

Please use the canonical form https://CRAN.R-project.org/package=fable.bayesRecon to link to this page.