R Observatory: Metrics for mixAR version 0.22.9

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mixAR

0.22.9

Mixture Autoregressive Models

0packages depend

4Kdownloads / year

88.6%test coverage

13/13checks pass

Overview

About

Maintained by Georgi N. BoshnakovFirst published 2020-06-227 releasesCRAN page ↗GitHub ↗

Model time series using mixture autoregressive (MAR) models. Implemented are frequentist (EM) and Bayesian methods for estimation, prediction and model evaluation. See Wong and Li (2002) doi:10.1111/1467-9868.00222, Boshnakov (2009) doi:10.1016/j.spl.2009.04.009), and the extensive references in the documentation.

Install

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

install.packages("mixAR", 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("GeoBosh/mixAR")

Development version from GeoBosh/mixAR. 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-mixar

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-mixAR

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-mixAR

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

Health

CRAN checks

13OK

Slowest check: 11.1 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.31

88.6%

Coverage · measured lines

99%

Documentation · exports

15

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
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 73 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 96%
Return-value docs: 71%
References docs: 47%

Downloads

4K

CRAN downloads in the past year

Rank #10,384 · ~11/day · ~330/mo

Releases R versions

Daily download trend is not available in this view yet.

24930 days

93490 days

4K1 year

Compare downloads with other packages →

Also on153 r2u63 c2d4u

Repository

GitHub ↗ geobosh/mixar

1Stars

0Forks

0Open issues

0Open PRs

0Releases

44Commits

1Contributors

rr-packagecranmixture-autoregressivetime-seriesheteroskedasticitystudent-tasymmetric

44 commits · Last activity 2025-12-08

Stars over time

2022-10-10 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/geobosh/mixar on 2026-08-16.

Continuous integration (1)

GitHub Actions

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.5methods

Imports (14)

statsgraphicsutilsstats4BB combinat timeDate fGarch Rdpack gbutils MCMCpack e1071 permute mvtnorm

LinkingTo (0)

none

Suggests (3)

fma testthat covr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Georgi N. Boshnakov

Author, Maintainer

Authors (2)

Georgi N. Boshnakov

Author, Maintainer

Davide Ravagli

Author

Listed in earlier versions (1)

Boshnakov

no longer listed · 0.22.3 to 0.22.9

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.22.9Latest
2025-12-16 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.22.8
2023-12-19 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.22.7
2022-05-03 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.22.6
2022-01-23 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.22.5
2021-01-04 · diff ↗
0.22.4
2020-06-29 · diff ↗
0.22.3
2020-06-22
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-06-22
Total releases: 7 / 6 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5
Bundled data: 21 KB / 1 file
Download size: 275 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("mixAR")

Format

Boshnakov, G. N., & Ravagli, D. (2025). mixAR: Mixture Autoregressive Models (Version 0.22.9) [Computer software]. https://doi.org/10.32614/CRAN.package.mixAR

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 mixAR version 0.22.9 [Data set]. HJJB, LLC. Data release v2026-08-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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