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VecDep

Measuring Copula-Based Dependence Between Random Vectors

v0.1.3 · Nov 14, 2024 · GPL-3

Description

Provides functions for estimation (parametric, semi-parametric and non-parametric) of copula-based dependence coefficients between a finite collection of random vectors, including phi-dependence measures and Bures-Wasserstein dependence measures. An algorithm for agglomerative hierarchical variable clustering is also implemented. Following the articles De Keyser & Gijbels (2024) <doi:10.1016/j.jmva.2024.105336>, De Keyser & Gijbels (2024) <doi:10.1016/j.ijar.2023.109090>, and De Keyser & Gijbels (2024) <doi:10.48550/arXiv.2404.07141>.

Downloads

CRAN

488

Last 30 days

8425th

1.4K

Last 90 days

5.4K

Last year

Trend: +9.7% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

23

Last 90 days

81

Last year

Trend: -100% (30d vs prior 30d)

autoCRAN

0

Last 7 days

3

Last 30 days

0

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code intelligence has not been computed for this package yet.

Code

Structure

Lines of code

7,627

Files

77

Compiled share

0%

Has compiled src

No

Language breakdown

R 5,080 (66.6%)Tests 36 (0.5%)Docs 2,466 (32.3%)Vignettes 45 (0.6%)

API

Exported functions

32

Internal functions

42

Recent export changes

v0.1.3+32 Helhac, Helnormal, Helnormalavar +29 more

Testing & CI

Has tests

Yes

Test-to-code ratio

0.01

testthat edition

3

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

100%

\dontrun example ratio

38.7%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

0%

Unsafe pattern score

0

Dep constraint coverage

100%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

4.4.0

System requirements

C++ standard

License

GPL-3

License flags

SPDX valid, OSI approved

History

Versions

1

First release

2024-11-14

Latest release

2024-11-14

Avg cadence

Cold removal rate

Dep drift

0

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Dependency Network

Dependencies Reverse dependencies ElliptCopulas HAC hash sets covglasso expm magic pbapply Rmpfr reticulate gtools VecDep

Version History

1 tracked
new 0.1.3 Mar 10, 2026

R Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Nov 14, 2024. Releases before tracking aren’t shown.