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EntropyEstimation (version 1.2.1)

Estimation of Entropy and Related Quantities

Description

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.

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Version

Install

install.packages('EntropyEstimation')

Monthly Downloads

460

Version

1.2.1

License

GPL (>= 3)

Maintainer

Michael Grabchak

Last Published

September 15th, 2024

Functions in EntropyEstimation (1.2.1)

MI.sd

MI.sd
Hill.z

Hill.z
Entropy.sd

Entropy.sd
Entropy.z

Entropy.z
RenyiEq.z

RenyiEq.z
Renyi.sd

Renyi.sd
Renyi.z

Renyi.z
SymKL.Plugin

SymKL.Plugin
MI.z

MI.z
KL.Plugin

KL.Plugin
SymKL.z

SymKL.z
SymKL.sd

SymKL.sd
Tsallis.sd

Tsallis.sd
Hill.sd

Hill.sd
GenSimp.z

GenSimp.z
Tsallis.z

Tsallis.z
GenSimp.sd

GenSimp.sd
KL.z

KL.z
EntropyEstimation-package

Estimation of Entropy and Related Quantities
KL.sd

KL.sd
RenyiEq.sd

RenyiEq.sd