Estimation of Entropy, Mutual Information and Related Quantities

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Documentation for package ‘entropy’ version 1.3.1

• 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 Divergence
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
chi2stat	G Statistic and Chi-Squared Statistic
chi2statindep	G Statistic and Chi-Squared Statistic
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
Gstat	G Statistic and Chi-Squared Statistic
Gstatindep	G Statistic and Chi-Squared Statistic
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 Divergence
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