R Observatory: Metrics for fableCount version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

fableCount

0.1.0Package record

INGARCH and GLARMA Models for Count Time Series in Fable Framework

0packages depend

3.2Kdownloads / year

–test coverage

0/13flavors OK

Overview

About

Maintained by Gustavo AlmeidaCRAN page ↗Declared funders: Conselho Nacional de Desenvolvimento Científico e Tecnológico - CNPq and JFSalvando Todos - Plataforma de Análises Estatísticas

Provides a tidy R interface for count time series analysis. It includes implementation of the INGARCH (Integer Generalized Autoregressive Conditional Heteroskedasticity) model from the 'tscount' package and the GLARMA (Generalized Linear Autoregressive Moving Averages) model from the 'glarma' package. Additionally, it offers automated parameter selection algorithms based on the minimization of a penalized likelihood.

Install

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

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

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

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-fablecount

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-fableCount

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-fableCount

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13NOTE

Check messages

NOTEDESCRIPTION meta-informationr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-devel-windows-x86_64, r-oldrel-macos-arm64, r-oldrel-macos-x86_64, r-oldrel-windows-x86_64, r-patched-linux-x86_64, r-release-linux-x86_64, r-release-macos-arm64, r-release-macos-x86_64, r-release-windows-x86_64

r-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-oldrel-macos-arm64, r-patched-linux-x86_64, r-release-linux-x86_64, r-release-macos-arm64, r-release-macos-x86_64

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’

r-devel-windows-x86_64, r-oldrel-windows-x86_64, r-release-windows-x86_64

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'GLARMA.R' 'GLARMA.Rd' 'INGARCH.R' 'INGARCH.Rd' 'fitted.GLARMA.Rd'
    'fitted.INGARCH.Rd' 'forecast.GLARMA.Rd' 'forecast.INGARCH.Rd'
    'glance.GLARMA.Rd' 'glance.INGARCH.Rd' 'residuals.GLARMA.Rd'
    'residuals.INGARCH.Rd' 'tidy.GLARMA.Rd' 'tidy.INGARCH.Rd'

r-oldrel-macos-x86_64

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘INGARCH.R’

NOTEdependencies in R coder-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc

Namespace in Imports field not imported from:
  ‘tsibbledata’
All declared Imports should be used.

CRAN check page ↗

Slowest check: 2.3 min · r-oldrel-windows-x86_64

Status changes

NOTE13 NOTENow
NOTE3 OK, 11 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.0

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 12
Examples that run: 92%11 run in a plain check · 1 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

3.2K

CRAN downloads in the past year

Rank #11,870 · ~9/day · ~270/mo

Releases R versions

Daily download trend is not available in this view yet.

38130 days

90690 days

3.2K1 year

Compare downloads with other packages →

Also on92 r2u4 autocran

How downloads are counted

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Installing fableCount adds 47 packages (24 with compiled code, 54 MB of source tarballs). Heaviest: BH 14 MB, stringi 11 MB, ggplot2 6.0 MB.

Depends (5)

R >= 4.0.0fabletools tscount glarma fable

Imports (9)

statsdplyr tsibble tibble tidyr distributional lubridate stringr tsibbledata

LinkingTo (0)

none

Suggests (9)

Rcpputilsrlang covr feasts forecast knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (4)

Gustavo Almeida

Author, Maintainer since 0.1.0 (2024)

Marcel Vieira

Author

JFSalvando Todos - Plataforma de Análises Estatísticas

Funder, Copyright holder

Conselho Nacional de Desenvolvimento Científico e Tecnológico - CNPq

Funder

Releases (1)

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.1.0Latest
record
2024-04-05 · current release
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-04-05
Total releases: 1 / 2 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.0.0
Download size: 17 KB

Appears in task views

Time Series Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("fableCount")

Format

Almeida, G., Conselho Nacional de Desenvolvimento Científico e Tecnológico - CNPq, JFSalvando Todos - Plataforma de Análises Estatísticas, & Vieira, M. (2024). fableCount: INGARCH and GLARMA Models for Count Time Series in Fable Framework (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.fableCount

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for fableCount version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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