Package: fable.bayesRecon
Date: 2026-05-05
Title: Bayesian Reconciliation in the 'fable' Framework
Version: 0.1.0
Authors@R: 
    c(person(given = "Dario",
             family = "Azzimonti",
             role = c("aut","cre","cph"),
             email = "dario.azzimonti@gmail.com",
             comment = c(ORCID = "0000-0001-5080-3061")),
      person(given = "Stefano",
             family = "Damato",
             role = c("aut"),
             email = "stefano.damato@idsia.ch",
             comment = c(ORCID = "0009-0001-0225-3736")),
      person(given = "Lorenzo",
             family = "Zambon",
             role = c("aut"),
             email = "lorenzo.zambon@idsia.ch",
             comment = c(ORCID = "0000-0002-8939-993X")),
      person(given = "Chiara",
             family = "Carrara",
             role = c("aut"),
             email = "chiara.carrara03@universitadipavia.it",
             comment = c(ORCID = "0009-0002-7349-6249")),       
      person(given = "Giorgio",
             family = "Corani",
             role = c("aut"),
             email = "giorgio.corani@idsia.ch",
             comment = c(ORCID = "0000-0002-1541-8384")))
Description: 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>.
License: LGPL (>= 3)
URL: https://github.com/dazzimonti/fable.bayesRecon
BugReports: https://github.com/dazzimonti/fable.bayesRecon/issues
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
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
VignetteBuilder: knitr
Config/testthat/edition: 3
Depends: R (>= 4.1)
Config/roxygen2/version: 8.0.0
Config/pak/sysreqs: cmake libicu-dev
Repository: https://dazzimonti.r-universe.dev
Date/Publication: 2026-05-21 13:42:15 UTC
RemoteUrl: https://github.com/dazzimonti/fable.bayesrecon
RemoteRef: HEAD
RemoteSha: 42dbf69d6ceffd5bf103f9370dd7e6ba45ad9c0d
NeedsCompilation: no
Packaged: 2026-07-04 23:47:15 UTC; root
Author: Dario Azzimonti [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0001-5080-3061>),
  Stefano Damato [aut] (ORCID: <https://orcid.org/0009-0001-0225-3736>),
  Lorenzo Zambon [aut] (ORCID: <https://orcid.org/0000-0002-8939-993X>),
  Chiara Carrara [aut] (ORCID: <https://orcid.org/0009-0002-7349-6249>),
  Giorgio Corani [aut] (ORCID: <https://orcid.org/0000-0002-1541-8384>)
Maintainer: Dario Azzimonti <dario.azzimonti@gmail.com>