All functions

Gstat() chi2stat() Gstatindep() chi2statindep()

G Statistic and Chi-Squared Statistic

KL.plugin() chi2.plugin()

Plug-In Estimator of the Kullback-Leibler divergence and of the Chi-Squared Divergence

discretize() discretize2d()

Discretize Continuous Random Variables

entropy.ChaoShen()

Chao-Shen Entropy Estimator

freqs.Dirichlet() entropy.Dirichlet() KL.Dirichlet() chi2.Dirichlet() mi.Dirichlet() chi2indep.Dirichlet()

Dirichlet Prior Bayesian Estimators of Entropy, Mutual Information and Other Related Quantities

entropy.MillerMadow()

Miller-Madow Entropy Estimator

entropy.NSB()

R Interface to NSB Entropy Estimator

entropy() freqs()

Estimating Entropy From Observed Counts

freqs.empirical() entropy.empirical() KL.empirical() chi2.empirical() mi.empirical() chi2indep.empirical()

Empirical Estimators of Entropy and Mutual Information and Related Quantities

entropy-package

The entropy Package

entropy.plugin()

Plug-In Entropy Estimator

freqs.shrink() entropy.shrink() KL.shrink() chi2.shrink() mi.shrink() chi2indep.shrink()

Shrinkage Estimators of Entropy, Mutual Information and Related Quantities

mi.plugin() chi2indep.plugin()

Plug-In Estimator of Mutual Information and of the Chi-Squared Statistic of Independence