EntropyEstimation: Estimation of Entropy and Related Quantities
Version 1.2

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.

AuthorLijuan Cao <lcao@jcsu.edu> and Michael Grabchak <mgrabcha@uncc.edu>
Date of publication2015-01-04 23:56:52
MaintainerMichael Grabchak <mgrabcha@uncc.edu>
LicenseGPL (>= 3)
Version1.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("EntropyEstimation")

Getting started

Package overview

Popular man pages

EntropyEstimation-package: Estimation of Entropy and Related Quantities
KL.Plugin: KL.Plugin
KL.sd: KL.sd
MI.z: MI.z
Renyi.sd: Renyi.sd
SymKL.Plugin: SymKL.Plugin
Tsallis.sd: Tsallis.sd
See all...

All man pages Function index File listing

Man pages

EntropyEstimation-package: Estimation of Entropy and Related Quantities
Entropy.sd: Entropy.sd
Entropy.z: Entropy.z
GenSimp.sd: GenSimp.sd
GenSimp.z: GenSimp.z
Hill.sd: Hill.sd
Hill.z: Hill.z
KL.Plugin: KL.Plugin
KL.sd: KL.sd
KL.z: KL.z
MI.sd: MI.sd
MI.z: MI.z
RenyiEq.sd: RenyiEq.sd
RenyiEq.z: RenyiEq.z
Renyi.sd: Renyi.sd
Renyi.z: Renyi.z
SymKL.Plugin: SymKL.Plugin
SymKL.sd: SymKL.sd
SymKL.z: SymKL.z
Tsallis.sd: Tsallis.sd
Tsallis.z: Tsallis.z

Functions

Files

src
src/EntropEst.c
NAMESPACE
R
R/EntropEst.r
MD5
DESCRIPTION
man
man/KL.sd.Rd
man/Entropy.z.Rd
man/Hill.z.Rd
man/KL.z.Rd
man/EntropyEstimation-package.Rd
man/SymKL.Plugin.Rd
man/SymKL.sd.Rd
man/Tsallis.sd.Rd
man/MI.sd.Rd
man/Hill.sd.Rd
man/Renyi.sd.Rd
man/KL.Plugin.Rd
man/RenyiEq.z.Rd
man/Entropy.sd.Rd
man/Renyi.z.Rd
man/GenSimp.z.Rd
man/SymKL.z.Rd
man/MI.z.Rd
man/RenyiEq.sd.Rd
man/Tsallis.z.Rd
man/GenSimp.sd.Rd
EntropyEstimation documentation built on May 19, 2017, 6:51 a.m.

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