R Observatory: Metrics for DepthProc version 2.1.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

DepthProc

2.1.6Package record

Statistical Depth Functions for Multivariate Analysis

2packages depend

6.7Kdownloads / year

13.5%test coverage

8/13flavors OK

Overview

About

Maintained by Zygmunt ZawadzkiCRAN page ↗GitHub ↗Website ↗Issues ↗

Data depth concept offers a variety of powerful and user friendly tools for robust exploration and inference for multivariate data. The offered techniques may be successfully used in cases of lack of our knowledge on parametric models generating data due to their nature. The package consist of among others implementations of several data depth techniques involving multivariate quantile-quantile plots, multivariate scatter estimators, multivariate Wilcoxon tests and robust regressions.

Install

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

install.packages("DepthProc", 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("zzawadz/DepthProc")

Development version from zzawadz/DepthProc. 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-depthproc

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-DepthProc

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-DepthProc

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

5NOTE8OK

Check messages

NOTER code for possible problemsr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-devel-windows-x86_64

Found calls to structure() using deprecated special names:
  DepthProc/tests/testthat/test-fncUtils.R (.Label: 1)
  DepthProc/tests/testthat/test-scaleCurve.R (.Dim: 1, .Dimnames: 1)
'.Label' should be changed to 'levels'.
'.Dim' should be changed to 'dim'.
'.Dimnames' should be changed to 'dimnames'.

CRAN check page ↗

Slowest check: 7.4 min · r-devel-windows-x86_64

Status changes

NOTE8 OK, 5 NOTENow
NOTE12 OK, 1 NOTE2026-07-15
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-04-22
ERROR13 OK, 1 ERROR2026-04-18

Show 3 earlier changesHide 3 earlier changes

OK14 OK2026-04-10
ERROR13 OK, 1 ERROR2026-04-09
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 2.1.6

READMEYes · 138 wordsVignettesNoNEWSYes · does not mention 2.1.6Citation fileYes · computed when R runs itWebsiteYes

Help pages: 62
Examples that run: 94%34 run in a plain check · 2 never run
Exported functions with examples: 91%
Documented parameters: 97%
Return-value docs: 11%
Help pages citing references: 23%

How these are measured

Downloads

6.7K

CRAN downloads in the past year

Rank #5,983 · ~18/day · ~556/mo

Releases R versions

Daily download trend is not available in this view yet.

62230 days

1.4K90 days

6.7K1 year

Compare downloads with other packages →

Also on398 r2u15 autocran152 c2d4u

How downloads are counted

Repository

zzawadz/depthproc ↗Account: zzawadz

8Stars

3Forks

3Open issues

1Open PRs

0Releases

473Commits

6Commit identities

rstatisticsdepth-functionsexploratory-data-analysis

473 commits · Last activity 2026-09-11 · 0% stars, 30d · Default branch at 2.2.1, ahead of CRAN 2.1.6 (checked 2026-10-18)

Responsiveness

How these are sampled

PRs merged (all time): 96%
Median days to close, 50 most recently updated closed issues: 4
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2021-01-10 · 62026-07-07 · 8

How these are measured

PracticesBeta

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

Checks run against github.com/zzawadz/depthproc on 2026-10-18.

Continuous integration (2)

Travis CI (config file)AppVeyor

Docs source (2)

README.Rmd

GitHub Pages site last deployed 2018-06-11

Coverage (1)

Coverage reporting (Codecov)

Lint, format, editor (2)

lintrRStudio project

Show all practicesHide 1 practice

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v3 (2026-09-26)

AI coding toolsBeta

This repository shows signs of AI coding tools.

Claude Codefirst seen 2026-01-13
Pull request it wrote: opened by a project member
Commits: 1 by its own account · at least 44 crediting it in the message
Codexfirst seen 2026-01-13
Pull request it wrote: opened by a project member

Models named in its commits

Claude Opus 544 commits · Sep 2026

Counts are commits, not lines of code. Commits by a tool's accounts count once across all of its accounts. Commits crediting it are the largest count among its credit lines, a minimum.How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

23 external dependencies (excludes base and recommended)

Installing DepthProc adds 40 packages (24 with compiled code, 34 MB of source tarballs). Heaviest: ggplot2 6.0 MB, cubature 3.2 MB, robustbase 2.2 MB.

Depends (7)

R >= 3.0.0ggplot2 Rcpp rrcovmethodsMASSnp

Imports (6)

latticesm geometry colorspace zoogrDevices

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (13)

mvtnorm rgl sn robustbase dplyr RcppArmadillo xts covr testthat fda lintr roxygen2 pkgbuild

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

0indirect

Imports 2

Depends, Imports or LinkingTo, most downloaded first

familial OptimaRegion

How these are counted

Code & Tests

Datasets

People & History

People (5)

Zygmunt Zawadzki

Author, Maintainer · added in 2.0.1

Daniel Kosiorowski

Author

Mateusz Bocian

Contributor

Krzysztof Slomczynski

Contributor · added in 2.0.1

Anna Wegrzynkiewicz

Contributor

Maintainer since 1.0 (2014)

Listed in earlier versions (1)

Zygmunt Zawadzki from Cracow University of Economics.

no longer listed · 1.0 to 1.0.7

Releases (15)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
2.1.6Latest
record
2025-10-11 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
2.1.5
record
2022-02-03 · diff ↗
2.1.4
record
2021-11-06 · diff ↗
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
2.1.3
record
2020-02-19 · diff ↗
2.1.2
record
2020-01-09 · diff ↗
R
R 3.6.0 released · 2019-04-26
2.1.1
record
2019-04-22 · diff ↗
2.0.4
record
2018-09-02 · diff ↗
2.0.3
record
2018-06-05 · diff ↗

Show 12 earlier eventsHide 12 earlier events

R
R 3.5.0 released · 2018-04-23
2.0.2
record
2017-06-26 · diff ↗
2.0.1
record
2017-06-20 · diff ↗ ·
removed 2 exports
%+%, depthMBD

added 7 exports
combineDepthCurves, fncBoxPlot, fncDepth, fncDepthFM, fncDepthMBD, fncDepthMedian, fncGetBand
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
1.0.7
record
2016-02-12 · diff ↗
R
R 3.2.0 released · 2015-04-16
1.0.3
record
2014-11-11 · diff ↗
1.0.2
record
2014-11-10 · diff ↗ ·
added 1 export
depthMBD
1.0.1
record
2014-08-26 · diff ↗
1.0
record
2014-08-20
R
R 3.1.0 released · 2014-04-10

Package metadata

First published: 2014-08-20
Total releases: 15 / 12 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.0.0
Bundled data: 129 KB / 8 files
Download size: 234 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("DepthProc")

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

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 DepthProc version 2.1.6 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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