
CRAN . RSTUDIO . COM {
}
Title:
CRAN: Package entropy
Description:
Implements various estimators of entropy for discrete random variables, including the shrinkage estimator by Hausser and Strimmer (2009), 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, the package provides functions for estimating the Kullback-Leibler divergence, the chi-squared divergence, mutual information, and the chi-squared divergence of independence. It also computes the G statistic and the chi-squared statistic and corresponding p-values. Furthermore, there are functions for discretizing continuous random variables.
Website Age:
27 years and 1 months (reg. 1998-05-15).
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Keywords {🔍}
entropy, estimator, entropytgz, reverse, strimmer, divergence, chisquared, entropyzip, rrelease, roldrel, mutual, information, estimators, random, variables, hausser, package, functions, statistic, depends, aut, korbinian, binaries, arm, estimation, related, quantities, implements, discrete, including, shrinkage, maximum, likelihood, millowmadow, bayesian, chaoshen, offers, interface, nsb, estimating, kullbackleibler, independence, computes, pvalues, discretizing, continuous, version, published, doi, cranpackageentropy,
Topics {✒️}
io/software/entropy/ needscompilation discrete random variables kullback-leibler divergence chi-squared divergence gz windows binaries sda reverse imports tetragon reverse suggests millow-madow estimator chao-shen estimator korbinian strimmer [aut entropy results documentation chi-squared statistic jean hausser [aut] canonical form https news cran checks zip macos binaries org/package=entropy shrinkage estimator nsb estimator reverse depends entropy author mutual information maximum likelihood p-values cre] maintainer reference manual pdf downloads r-devel r-release r-oldrel wgcna linking r-project package source bayesian estimators strimmer entropy hausser statistic https //strimmerlab package 32614/cran zip //cran estimators 2 depends estimation including offers interface
External Links {🔗}(12)
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