entropy: Estimation of Entropy, Mutual Information and Related Quantities
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.
Downloads:
Reverse dependencies:
| Reverse depends: |
binda, randnet, sda |
| Reverse imports: |
autoBagging, Autotuner, biogram, bnclassify, clustifyr, DTWBI, DTWUMI, einet, EvaluateCore, FSelector, funModeling, ggsom, hilbertSimilarity, ldamatch, miRLAB, msu, netSmooth, oclust, PINSPlus, prefeR, PSSMCOOL, rcosmo, sabre, schex, sincell |
| Reverse suggests: |
embryogrowth, FSelectorRcpp, quanteda, varrank, WGCNA |
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