R Observatory: Metrics for vinereg version 0.13.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

vinereg

0.13.0Package record

D-Vine Quantile Regression

0packages depend

4.6Kdownloads / year

95.8%test coverage

13/13flavors OK

Overview

About

Maintained by Thomas NaglerCRAN page ↗GitHub ↗Website ↗Issues ↗

Implements D-vine quantile regression models with parametric or nonparametric pair-copulas. See Kraus and Czado (2017) doi:10.1016/j.csda.2016.12.009 and Schallhorn et al. (2017) doi:10.48550/arXiv.1705.08310.

Changes in 0.13.0

DEPENDS

Adapted the C++ interface to remain compatible with newer rvinecopulib releases and their C++17 requirements.

BUG FIXES

Stabilized a platform-sensitive test for fixed variable orders.
Forwarded cores when predicting conditional means.
Improved validation of variable orders and prediction data.

IMPROVEMENTS

Formula transformations and interactions now produce an informative error; transformed predictors can be computed in data before fitting.
Observation weights are aligned with rows omitted because of missing data.
Original factor names can be used in fixed variable orders. Expanded dummy names remain supported for backwards compatibility.

Show all changes in 0.13.0Hide the rest of the changes in 0.13.0

NEW FEATURES

Added logLik(), nobs(), formula(), and model.frame() methods for fitted models. Standard AIC() and BIC() methods are now available.

DOCUMENTATION

Clarified the supported formula and prediction interfaces, conditional density outputs, and the interpretation of marginal effect plots.

From NEWS.md in the release

Install

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

install.packages("vinereg", 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("tnagler/vinereg")

Development version from tnagler/vinereg. 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-vinereg

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-vinereg

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-vinereg

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

13OK

CRAN check page ↗

Slowest check: 15.3 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-01
ERROR10 OK, 2 NOTE, 2 ERROR2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.13.0

READMEYes · 155 wordsVignettesYes · 2 · dynamicNEWSYes · 100% structured · mentions 0.13.0Citation fileNoWebsiteYes · pkgdown

Help pages: 8includes a package overview page
Examples that run: 100%6 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 25%

Vignettes (2)

How these are measured

Downloads

4.6K

CRAN downloads in the past year

Rank #7,077 · ~13/day · ~381/mo

Releases R versions

Daily download trend is not available in this view yet.

41430 days

1.2K90 days

4.6K1 year

Compare downloads with other packages →

Also on400 r2u2 autocran1.4K conda_forge

How downloads are counted

Repository

tnagler/vinereg ↗Account: tnagler

11Stars

5Forks

0Open issues

0Open PRs

12Releases

168Commits

3Commit identities

copulavineestimationstatistics

License file reads as GPL-3.0 · 168 commits · Last activity 2026-08-31

Responsiveness

How these are sampled

PRs merged (all time): 95%
Median days to close, 50 most recently updated closed issues: 0
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-01-04 · 112026-07-07 · 11

How these are measured

PracticesBeta

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

Checks run against github.com/tnagler/vinereg on 2026-10-21.

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 (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-08-31 · The repository has a site deploy workflow

pkgdown site last built 2026-08-31

Coverage (1)

Coverage reporting (Codecov)

CRAN release process (1)

cran-comments.md

Show all practicesHide 1 practice

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

22 external dependencies (excludes base and recommended)

Installing vinereg adds 10 packages (8 with compiled code, 21 MB of source tarballs). Heaviest: BH 14 MB, Rcpp 1.8 MB, RcppEigen 1.7 MB.

Depends (0)

none

Imports (4)

rvinecopulib kde1d Rcpp assertthat

LinkingTo (7)

rvinecopulib RcppEigen Rcpp BH wdm RcppThread kde1d

Suggests (12)

knitr rmarkdown ggplot2 AppliedPredictiveModeling quantreg tidyr dplyr purrr scalesmgcvtestthat covr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Thomas Nagler

Author, Maintainer since 0.2.0 (2018)

Dani Kraus

Contributor · added in 0.3.0

Listed in earlier versions (1)

Daniel Kraus

no longer listed · 0.2.0

Releases (18)

Pick two releases to compare their code metrics.

0.13.0Latest
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2026-08-31 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.12.1
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2025-12-10 · diff ↗
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R 4.5.0 released · 2025-04-11
0.11.0
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2025-01-11 · diff ↗
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R 4.4.0 released · 2024-04-24
0.10.0
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2024-02-09 · diff ↗ ·
added 1 export
cpdf
0.9.2
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2023-11-02 · diff ↗
0.9.1
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2023-10-23 · diff ↗ ·
added 1 export
cll
R
R 4.3.0 released · 2023-04-21
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R 4.2.0 released · 2022-04-22
0.8.3
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2022-03-23 · diff ↗
0.8.2
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2022-03-15 · diff ↗
0.8.1
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2022-01-22 · diff ↗
0.8.0
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2021-11-23 · diff ↗
R
R 4.1.0 released · 2021-05-18

Show 11 earlier eventsHide 11 earlier events

0.7.4
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2021-05-14 · diff ↗
0.7.3
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2021-02-24 · diff ↗
0.7.2
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2020-11-17 · diff ↗
0.7.1
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2020-10-12 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.7.0
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2019-12-02 · diff ↗ ·
added 1 export
cpit
R
R 3.6.0 released · 2019-04-26
0.5.0
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2018-08-10 · diff ↗
0.3.0
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2018-06-03 · diff ↗ ·
added 1 export
plot_effects
0.2.0
record
2018-05-29
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-05-29
Total releases: 18 / 8 yrs
License: GPL-3 OSI
Download size: 1.1 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("vinereg")

Format

Nagler, T., & Kraus, D. (2026). vinereg: D-Vine Quantile Regression (Version 0.13.0) [Computer software]. https://doi.org/10.32614/CRAN.package.vinereg

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 vinereg version 0.13.0 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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