R Observatory: Metrics for betaARMA version 1.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

betaARMA

1.2.0

Beta Autoregressive Moving Average Models

0packages depend

2.3Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Everton da CostaFirst published 2026-03-293 releasesCRAN page ↗GitHub ↗

Fits Beta Autoregressive Moving Average (BARMA) models for time series data distributed in the standard unit interval (0, 1). The estimation is performed via the conditional maximum likelihood method using the Broyden-Fletcher-Goldfarb-Shanno (BFGS) quasi-Newton algorithm. A ridge penalization scheme is available to improve numerical stability of the estimation, as proposed by Cribari-Neto, Costa and Fonseca (2025) doi:10.1214/25-BJPS645. The package includes tools for model fitting, diagnostic checking, and forecasting, along with two hydro-environmental datasets from Brazil. Based on the work of Rocha and Cribari-Neto (2009) doi:10.1007/s11749-008-0112-z and the associated erratum Rocha and Cribari-Neto (2017) doi:10.1007/s11749-017-0528-4. The original code was developed by Fabio M. Bayer.

Install

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

install.packages("betaARMA", 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("Everton-da-Costa/betaARMA")

Development version from Everton-da-Costa/betaARMA. 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-betaarma

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-betaARMA

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-betaARMA

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

Health

CRAN checks

13OK

Slowest check: 2.7 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

4

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-05-11
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-05-10
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-30
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,101 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 60%
Documented parameters: 96%
Return-value docs: 100%
References docs: 33%

Downloads

2.3K

CRAN downloads in the past year

Rank #6,657 · ~6/day · ~191/mo

Releases R versions

Daily download trend is not available in this view yet.

28330 days

1.3K90 days

2.3K1 year

Compare downloads with other packages →

Also on84 r2u47 autocran

Repository

GitHub ↗ everton-da-costa/betaarma

0Stars

0Forks

0Open issues

0Open PRs

0Releases

barmacranforecastingrstatisticstime-series

Last activity 2026-06-18

Repository practices

Upstream repositoryBeta

6 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/everton-da-costa/betaarma on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5

Imports (4)

forecast ggplot2 rlang gridExtra

LinkingTo (0)

none

Suggests (11)

knitr zoo xtable here moments rmarkdown tseries lbfgs dplyr scales testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Everton da Costa

Author, Maintainer

Authors (1)

Everton da Costa

Author, Maintainer

Contributors (2)

Francisco Cribari-Neto

Contributor, Thesis advisor

Vinicius Scher

Contributor

Package Timeline

3 releases. Pick two to compare their code metrics. R releases are shown for context.

1.2.0Latest
2026-05-24 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.1.0
2026-04-15 · diff ↗
1.0.1
2026-03-29
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-03-29
Total releases: 3 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5
Bundled data: 4.6 KB / 2 files
Download size: 393 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Time Series Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("betaARMA")

Format

da Costa, E., Cribari-Neto, F., & Scher, V. (2026). betaARMA: Beta Autoregressive Moving Average Models (Version 1.2.0) [Computer software]. https://doi.org/10.32614/CRAN.package.betaARMA

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 betaARMA version 1.2.0 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →