fable.bayesRecon

0.1.0

Bayesian Reconciliation in the 'fable' Framework

0packages depend

828downloads / year

95.3%test coverage

13/13checks pass

Overview

About

Maintained by Dario AzzimontiFirst published 2026-05-281 releasesCRAN page ↗GitHub ↗

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.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("fable.bayesRecon", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("dazzimonti/fable.bayesRecon")

Development version from dazzimonti/fable.bayesRecon. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-fable.bayesrecon

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-fable.bayesRecon

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-fable.bayesRecon

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 6.9 min · r-release-macos-x86_64

Code health

Yes

Tests · ratio 0.66

95.3%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-05-29
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 484 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 38%

Downloads

828

CRAN downloads in the past year

Rank #12,995 · ~2/day · ~69/mo

Releases R versions

Daily download trend is not available in this view yet.

36330 days

82890 days

8281 year

Compare downloads with other packages →

Also on1 r2u8 autocran

Repository

GitHub ↗ dazzimonti/fable.bayesrecon

0Stars

0Forks

1Open issues

0Open PRs

0Releases

License LGPL-3.0 · Last activity 2026-05-21

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/dazzimonti/fable.bayesrecon on 2026-07-19.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

17 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (9)

statsbayesRecon fabletools purrr vctrs distributional dplyr tsibble rlang

LinkingTo (0)

none

Suggests (9)

testthat cli fable tsibbledata tibble ggplot2 scales knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

R 1,510 (65%)Rd 387 (17%)Other 257 (11%)Vignettes 185 (8%)

Code characteristics

Object systems

S34

Cyclomatic complexity: 1.0 median / 10 max
Test cases: 5 / 0.66 per code line

Test coverage

Line coverage

95%

Expression

93.8%

Tests / Examples

95.3% / 69% ex

Functions

15 4 exported

Complexity

2.5 avg / 10 max

Call network

15 nodes / 18 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

15 functions

Function	Cyclo	Coverage
forecast.lst_bayesRecon_BUIS	5	85%
get_residuals	4	92%
forecast.lst_bayesRecon_t	10	95%
bayesRecon_BUIS exp	1	100%
bayesRecon_MixCond exp	1	100%
bayesRecon_TDcond exp	1	100%

People & History

People (5)

Maintainer (1)

Dario Azzimonti

Author, Maintainer, Copyright holder

Authors (5)

Dario Azzimonti

Author, Maintainer, Copyright holder

Author

Author

Author

Author

Author, Maintainer, Copyright holder

Package Timeline

1 release. R releases are shown for context.

0.1.0Latest
2026-05-28 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-05-28
Total releases: 1 / 1 yrs
License: LGPL (>= 3) OSI
Minimum R: ≥ 4.1
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Time Series Analysis

Report a problem with this page →