R Observatory: Metrics for fitVARMxID version 1.0.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

fitVARMxID

1.0.6Package record

Fit the Vector Autoregressive Model for Multiple Individuals

1packages depend

3.6Kdownloads / year

80.8%test coverage

13/13flavors OK

Overview

About

Maintained by Ivan Jacob Agaloos PesiganCRAN page ↗GitHub ↗Website ↗Issues ↗

Fit the vector autoregressive model for multiple individuals using the 'OpenMx' package (Hunter, 2017 doi:10.1080/10705511.2017.1369354).

Changes in 1.0.6

Patch

Improved convergence assessment and Hessian-rescue behavior, including more robust selection of the best candidate fit.
Treats lower-bound solutions for softplus covariance-diagonal parameters as admissible rather than automatically classifying them as convergence failures.
Hardened parameter-bound detection, nudging, and bound relaxation.

From NEWS.md in the release

Install

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

install.packages("fitVARMxID", 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("jeksterslab/fitVARMxID")

Development version from jeksterslab/fitVARMxID. 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-fitvarmxid

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-fitVARMxID

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

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

Health

CRAN checks

13OK

CRAN check page ↗

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

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK12 OK2026-04-25
ERROR11 OK, 3 ERROR2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.6

README· In the repository, left out of the releaseVignettes· In the repository, left out of the releaseNEWSYes · 100% structured · mentions 1.0.6Citation fileYes · computed when R runs itWebsiteYes

Help pages: 12 (1 internal)includes a package overview page
Examples that run: 50%2 run in a plain check · 2 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 80%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 17%

How these are measured

Downloads

3.6K

CRAN downloads in the past year

Rank #8,249 · ~10/day · ~299/mo

Releases R versions

Daily download trend is not available in this view yet.

33930 days

1.1K90 days

3.6K1 year

Compare downloads with other packages →

Also on388 r2u

How downloads are counted

Repository

jeksterslab/fitvarmxid ↗Account: jeksterslab

0Stars

0Forks

0Open issues

0Open PRs

3Releases

140Commits

1Commit identities

140 commits · Last activity 2026-09-05

Responsiveness

not measured

Releases over time

2026-03-30 · 12026-09-05 · 3

How these are measured

PracticesBeta

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

Checks run against github.com/jeksterslab/fitvarmxid on 2026-10-22.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (2)

GitHub Pages site last deployed 2026-09-05 · The repository has a site deploy workflow

Coverage (1)

Coverage reporting

Reproducibility and dev environment (2)

MakefileDev Container

Show all practicesHide 2 practices

Research and citation (1)

CITATION.cff

Lint, format, editor (2)

Lint workflowRStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Installing fitVARMxID adds 14 packages (12 with compiled code, 29 MB of source tarballs). Heaviest: BH 14 MB, OpenMx 3.7 MB, StanHeaders 2.5 MB.

Depends (2)

R >= 4.1.0OpenMx

Imports (2)

statssimStateSpace

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

Imports 1

Depends, Imports or LinkingTo, most downloaded first

metaDyn

How these are counted

Code & Tests

People & History

People (1)

Ivan Jacob Agaloos Pesigan

Releases (4)

Pick two releases to compare their code metrics.

1.0.6Latest
record
2026-09-05 · current release · diff ↗
1.0.5
record
2026-08-02 · diff ↗ ·
added 1 export
FitVARMxIDSave
R
R 4.6.0 released · 2026-04-24
1.0.3
record
2026-03-31 · diff ↗
1.0.2
record
2026-02-27
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-02-27
Total releases: 4 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 80 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("fitVARMxID")

The package provides a citation file that builds its entry when R runs it. Run citation() to see it.

The repository also keeps a CITATION.cff.

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 fitVARMxID version 1.0.6 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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