Estimation of Entropy, Mutual Information and Related Quantities


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Documentation for package ‘entropy’ version 1.3.0

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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