EntropyEstimation: Estimation of Entropy and Related Quantities

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.

Version: 1.2.1
Published: 2024-09-15
DOI: 10.32614/CRAN.package.EntropyEstimation
Author: Lijuan Cao [aut], Michael Grabchak [aut, cre]
Maintainer: Michael Grabchak <mgrabcha at charlotte.edu>
License: GPL (≥ 3)
NeedsCompilation: yes
CRAN checks: EntropyEstimation results

Documentation:

Reference manual: EntropyEstimation.pdf

Downloads:

Package source: EntropyEstimation_1.2.1.tar.gz
Windows binaries: r-devel: EntropyEstimation_1.2.1.zip, r-release: EntropyEstimation_1.2.1.zip, r-oldrel: EntropyEstimation_1.2.1.zip
macOS binaries: r-release (arm64): EntropyEstimation_1.2.1.tgz, r-oldrel (arm64): EntropyEstimation_1.2.1.tgz, r-release (x86_64): EntropyEstimation_1.2.1.tgz, r-oldrel (x86_64): EntropyEstimation_1.2.1.tgz
Old sources: EntropyEstimation archive

Reverse dependencies:

Reverse imports: CASMI, entropart

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