This package implements various estimators of entropy, such as the shrinkage estimator by Hausser and Strimmer, the maximum likelihood and the Millow-Madow estimator, various Bayesian estimators, and the Chao-Shen estimator. It also offers an R interface to the NSB estimator. Furthermore, it provides functions for estimating Kullback-Leibler divergence, chi-squared, mutual information, and chi-squared statistic of independence. In addition there are functions for discretizing continuous random variables.
|Author||Jean Hausser and Korbinian Strimmer|
|Maintainer||Korbinian Strimmer <[email protected]>|
|License||GPL (>= 3)|
|Package repository||View on CRAN|
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