R Observatory: Metrics for EntropyEstimation version 1.2.1

Balamuta, James Joseph

EntropyEstimation

1.2.1

Estimation of Entropy and Related Quantities

3packages depend

11.5Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Michael GrabchakFirst published 2014-04-135 releasesCRAN page ↗

Contains methods for the estimation of Shannon's entropy, variants of Renyi's entropy, mutual information, Kullback-Leibler divergence, and generalized Simpson's indices. The estimators used have a bias that decays exponentially fast.

Install

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

install.packages("EntropyEstimation", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

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-entropyestimation

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-EntropyEstimation

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-EntropyEstimation

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

Health

CRAN checks

13OK

Slowest check: 47 s · r-release-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

0

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 0%
References docs: 100%

Downloads

11.5K

CRAN downloads in the past year

Rank #4,373 · ~32/day · ~962/mo

Releases R versions

Daily download trend is not available in this view yet.

49530 days

1.9K90 days

11.5K1 year

Compare downloads with other packages →

Also on453 r2u4 autocran45 c2d4u

Dependencies

Declared dependencies

0 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

2indirect

CASMI divent entropart

Code & Tests

People & History

People (2)

Maintainer (1)

Michael Grabchak

Author, Maintainer

Authors (2)

Michael Grabchak

Author, Maintainer

Lijuan Cao

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.2.1Latest
2024-09-15 · current release · diff ↗
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
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
1.2
2015-01-04 · diff ↗
1.1
2014-11-09 · diff ↗
1.0
2014-09-17 · diff ↗

Show 2 earlier events

0.1
2014-04-13
R
R 3.1.0 released · 2014-04-10

Package metadata

First published: 2014-04-13
Total releases: 5 / 12 yrs
License: GPL (>= 3) OSI
Download size: 7.5 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Start here. This is the citation for the package itself.

citation("EntropyEstimation")

CRAN DOI

https://doi.org/10.32614/CRAN.package.EntropyEstimation

BibTeX, derived from DESCRIPTION

@Manual{EntropyEstimation,
  title  = {EntropyEstimation: Estimation of Entropy and Related Quantities},
  author = {Grabchak, Michael and Cao, Lijuan},
  year   = {2024},
  note   = {R package version 1.2.1},
  doi    = {10.32614/CRAN.package.EntropyEstimation},
  url    = {https://CRAN.R-project.org/package=EntropyEstimation}
}

Derived from the package DESCRIPTION, not from a citation file the authors wrote. If they publish one later, prefer it.

This is the citation for the package. It is not a citation for the R Observatory.

Cite this page

Use this when the claim is about a measurement on this page.

BibTeX

@misc{robservatoryEntropyEstimation,
  author    = {Balamuta, James Joseph},
  title     = {{R} {Observatory}: Metrics for {EntropyEstimation} version 1.2.1},
  year      = {2026},
  publisher = {HJJB, LLC},
  url       = {https://r-observatory.thecoatlessprofessor.com/packages/EntropyEstimation},
  note      = {Data set. Data release v2026-08-05}
}

APA

Balamuta, J. J. (2026). R Observatory: Metrics for EntropyEstimation version 1.2.1 [Data set]. HJJB, LLC. Data release v2026-08-05. https://r-observatory.thecoatlessprofessor.com/packages/EntropyEstimation

RIS

TY  - DATA
AU  - Balamuta, James Joseph
TI  - R Observatory: Metrics for EntropyEstimation version 1.2.1
PY  - 2026
PB  - HJJB, LLC
N1  - Data release v2026-08-05
UR  - https://r-observatory.thecoatlessprofessor.com/packages/EntropyEstimation
ER  -

In prose

These package metrics were obtained from the R Observatory (Balamuta, 2026), data release v2026-08-05, https://r-observatory.thecoatlessprofessor.com/packages/EntropyEstimation.

Bound to data release v2026-08-05, which is what makes the numbers on this page reproducible. See how to cite.

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