Entropy and Mutual Information Estimation

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Documentation for package ‘entropy’ version 1.1.1

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entropy-package The entropy package
entropy Estimating entropy from observed counts
entropy.ChaoShen Chao-Shen entropy estimator
entropy.Dirichlet Family of Dirichlet entropy and mutual information estimators
entropy.empirical Empirical entropy and mutual information estimator
entropy.MillerMadow Miller-Madow entropy estimator
entropy.NSB R interface to NSB entropy estimator
entropy.plugin Plug-in entropy estimator
entropy.shrink Shrinkage entropy and mutual information estimator
freqs Estimating entropy from observed counts
freqs.Dirichlet Family of Dirichlet entropy and mutual information estimators
freqs.empirical Empirical entropy and mutual information estimator
freqs.shrink Shrinkage entropy and mutual information estimator
mi.Dirichlet Family of Dirichlet entropy and mutual information estimators
mi.empirical Empirical entropy and mutual information estimator
mi.plugin Plug-in mutual information estimator
mi.shrink Shrinkage entropy and mutual information estimator