R Observatory: Metrics for bvhar version 2.4.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bvhar

2.4.1

Bayesian Vector Heterogeneous Autoregressive Modeling

0packages depend

3.6Kdownloads / year

52.0%test coverage

12/13checks pass

Overview

About

Maintained by Young Geun KimFirst published 2023-11-0816 releasesCRAN page ↗GitHub ↗

Tools to model and forecast multivariate time series including Bayesian Vector heterogeneous autoregressive (VHAR) model by Kim & Baek (2023) (doi:10.1080/00949655.2023.2281644). 'bvhar' can model Vector Autoregressive (VAR), VHAR, Bayesian VAR (BVAR), and Bayesian VHAR (BVHAR) models.

Install

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

install.packages("bvhar", 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("ygeunkim/bvhar")

Development version from ygeunkim/bvhar. 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-bvhar

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-bvhar

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-bvhar

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

Health

CRAN checks

1ERROR12OK

Failing flavors

ERROR r-release-macos-x86_64

Slowest check: 16.3 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.20

52.0%

Coverage · measured lines

100%

Documentation · exports

13

Dependencies · direct

Check history

ERROR2026-06-06
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-22
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 380 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 93%
Return-value docs: 87%
References docs: 71%

Downloads

3.6K

CRAN downloads in the past year

Rank #7,818 · ~10/day · ~301/mo

Releases R versions

Daily download trend is not available in this view yet.

24230 days

1.1K90 days

3.6K1 year

Compare downloads with other packages →

Also on428 r2u23 autocran

Repository

GitHub ↗ ygeunkim/bvhar

7Stars

3Forks

0Open issues

0Open PRs

18Releases

2,510Commits

3Contributors

time-seriesrrcppeigenvector-autoregressionbayesianharbvarforecasting

2,510 commits · Last activity 2026-07-10 · 0% stars, 30d

Stars over time

2025-01-11 · 62026-07-07 · 7

Repository practices

Upstream repositoryBeta

9 development-tooling and community-health practices detected across 7 families in the upstream repository

Checks run against github.com/ygeunkim/bvhar on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdrevdep/

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

Governance and community (2)

Issue templatesSupport guide

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

Dependencies

Declared dependencies

21 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.2.0

Imports (13)

lifecycle Rcpp ggplot2 tidyr tibble dplyr foreach purrrstatsoptimParallel posterior bayesplotutils

LinkingTo (6)

BH Rcpp RcppEigen (>= 0.3.4.0.0)RcppNumerical RcppSpdlog RcppThread

Suggests (5)

covr knitrparallelrmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Young Geun Kim

Author, Maintainer, Copyright holder

Authors (1)

Young Geun Kim

Author, Maintainer, Copyright holder

Contributors (1)

Changryong Baek

Contributor

Copyright holders (1)

Young Geun Kim

Author, Maintainer, Copyright holder

Package Timeline

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

2.4.1Latest
2026-06-05 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
2.4.0
2026-02-01 · diff ↗
2.3.0
2025-06-25 · diff ↗
R
R 4.5.0 released · 2025-04-11
2.2.2
2025-02-28 · diff ↗
2.2.1
2025-02-25 · diff ↗
2.2.0
2025-02-06 · diff ↗
2.1.2
2024-10-11 · diff ↗
2.1.1
2024-10-05 · diff ↗
2.1.0
2024-09-16 · diff ↗
R
R 4.4.0 released · 2024-04-24
2.0.1
2024-03-01 · diff ↗
2.0.0
2024-02-14 · diff ↗
1.2.0
2024-01-09 · diff ↗
1.1.0
2023-12-18 · diff ↗

Show 4 earlier events

1.0.2
2023-12-06 · diff ↗
1.0.1
2023-11-10 · diff ↗
1.0.0
2023-11-08
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-11-08
Total releases: 16 / 3 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.2.0
Bundled data: 15 KB / 2 files
Download size: 520 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("bvhar")

Format

Kim, Y. G., & Baek, C. (2026). bvhar: Bayesian Vector Heterogeneous Autoregressive Modeling (Version 2.4.1) [Computer software]. https://doi.org/10.32614/CRAN.package.bvhar

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 bvhar version 2.4.1 [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 →