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.

Package details

AuthorLijuan Cao [aut], Michael Grabchak [aut, cre]
MaintainerMichael Grabchak <mgrabcha@charlotte.edu>
LicenseGPL (>= 3)
Version1.2.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("EntropyEstimation")

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EntropyEstimation documentation built on Sept. 30, 2024, 9:34 a.m.