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.
Documentation: Downloads: Reverse dependencies: Reverse depends: binda, Cogito, randnet, sda Reverse imports: archetypal, autoBagging, biogram, bnclassify, CASMI, clustifyr, codez, deepMOU, doblin, DTWBI, DTWUMI, einet, epiregulon, EpiSemble, FSelector, funModeling, GB5mcPred, GenomicSig, ggsom, hilbertSimilarity, Informeasure, jenga, ldamatch, manydist, miRLAB, msu, naive, netSmooth, oclust, OpEnHiMR, PINSPlus, prefeR, rgnoisefilt, sabre, SCEnt, schex, scISR, segen, sincell, spinner, spooky, SuperCell, tetragon Reverse suggests: abn, conos, embryogrowth, FSelectorRcpp, proxyC, quanteda.textstats, sgsR, WGCNA Linking:Please use the canonical form https://CRAN.R-project.org/package=entropy to link to this page.
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