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.

Author
Lijuan Cao <lcao@jcsu.edu> and Michael Grabchak <mgrabcha@uncc.edu>
Date of publication
2015-01-04 23:56:52
Maintainer
Michael Grabchak <mgrabcha@uncc.edu>
License
GPL (>= 3)
Version
1.2

View on CRAN

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

Files in this package

EntropyEstimation
EntropyEstimation/src
EntropyEstimation/src/EntropEst.c
EntropyEstimation/NAMESPACE
EntropyEstimation/R
EntropyEstimation/R/EntropEst.r
EntropyEstimation/MD5
EntropyEstimation/DESCRIPTION
EntropyEstimation/man
EntropyEstimation/man/KL.sd.Rd
EntropyEstimation/man/Entropy.z.Rd
EntropyEstimation/man/Hill.z.Rd
EntropyEstimation/man/KL.z.Rd
EntropyEstimation/man/EntropyEstimation-package.Rd
EntropyEstimation/man/SymKL.Plugin.Rd
EntropyEstimation/man/SymKL.sd.Rd
EntropyEstimation/man/Tsallis.sd.Rd
EntropyEstimation/man/MI.sd.Rd
EntropyEstimation/man/Hill.sd.Rd
EntropyEstimation/man/Renyi.sd.Rd
EntropyEstimation/man/KL.Plugin.Rd
EntropyEstimation/man/RenyiEq.z.Rd
EntropyEstimation/man/Entropy.sd.Rd
EntropyEstimation/man/Renyi.z.Rd
EntropyEstimation/man/GenSimp.z.Rd
EntropyEstimation/man/SymKL.z.Rd
EntropyEstimation/man/MI.z.Rd
EntropyEstimation/man/RenyiEq.sd.Rd
EntropyEstimation/man/Tsallis.z.Rd
EntropyEstimation/man/GenSimp.sd.Rd