R: Estimation of Entropy, Mutual Information and Related Quantities

# Estimation of Entropy, Mutual Information and Related Quantities

## Documentation for package ‘entropy’ version 1.2.1

- DESCRIPTION file.
- Package NEWS.

## Help Pages

entropy-package | The entropy Package
chi2.Dirichlet | Dirichlet Prior Bayesian Estimators of Entropy, Mutual Information and Other Related Quantities
chi2.empirical | Empirical Estimators of Entropy and Mutual Information and Related Quantities
chi2.plugin | Plug-In Estimator of the Kullback-Leibler divergence and of the Chi-Squared Statistic
chi2.shrink | Shrinkage Estimators of Entropy, Mutual Information and Related Quantities
chi2indep.Dirichlet | Dirichlet Prior Bayesian Estimators of Entropy, Mutual Information and Other Related Quantities
chi2indep.empirical | Empirical Estimators of Entropy and Mutual Information and Related Quantities
chi2indep.plugin | Plug-In Estimator of Mutual Information and of the Chi-Squared Statistic of Independence
chi2indep.shrink | Shrinkage Estimators of Entropy, Mutual Information and Related Quantities
discretize | Discretize Continuous Random Variables
discretize2d | Discretize Continuous Random Variables
entropy | Estimating Entropy From Observed Counts
entropy.ChaoShen | Chao-Shen Entropy Estimator
entropy.Dirichlet | Dirichlet Prior Bayesian Estimators of Entropy, Mutual Information and Other Related Quantities
entropy.empirical | Empirical Estimators of Entropy and Mutual Information and Related Quantities
entropy.MillerMadow | Miller-Madow Entropy Estimator
entropy.NSB | R Interface to NSB Entropy Estimator
entropy.plugin | Plug-In Entropy Estimator
entropy.shrink | Shrinkage Estimators of Entropy, Mutual Information and Related Quantities
freqs | Estimating Entropy From Observed Counts
freqs.Dirichlet | Dirichlet Prior Bayesian Estimators of Entropy, Mutual Information and Other Related Quantities
freqs.empirical | Empirical Estimators of Entropy and Mutual Information and Related Quantities
freqs.shrink | Shrinkage Estimators of Entropy, Mutual Information and Related Quantities
KL.Dirichlet | Dirichlet Prior Bayesian Estimators of Entropy, Mutual Information and Other Related Quantities
KL.empirical | Empirical Estimators of Entropy and Mutual Information and Related Quantities
KL.plugin | Plug-In Estimator of the Kullback-Leibler divergence and of the Chi-Squared Statistic
KL.shrink | Shrinkage Estimators of Entropy, Mutual Information and Related Quantities
mi.Dirichlet | Dirichlet Prior Bayesian Estimators of Entropy, Mutual Information and Other Related Quantities
mi.empirical | Empirical Estimators of Entropy and Mutual Information and Related Quantities
mi.plugin | Plug-In Estimator of Mutual Information and of the Chi-Squared Statistic of Independence
mi.shrink | Shrinkage Estimators of Entropy, Mutual Information and Related Quantities