Contains methods for the estimation of Shannon's entropy, variants of Renyi's entropy, mutual information, Kullback-Leibler divergence, and generalized Simpson's indices. The estimators used have a bias that decays exponentially fast.
| Version: | 1.2.1 |
| Published: | 2024-09-15 |
| DOI: | 10.32614/CRAN.package.EntropyEstimation |
| Author: | Lijuan Cao [aut], Michael Grabchak [aut, cre] |
| Maintainer: | Michael Grabchak <mgrabcha at charlotte.edu> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | yes |
| CRAN checks: | EntropyEstimation results |
| Reference manual: | EntropyEstimation.html , EntropyEstimation.pdf |
| Package source: | EntropyEstimation_1.2.1.tar.gz |
| Windows binaries: | r-devel: EntropyEstimation_1.2.1.zip, r-release: EntropyEstimation_1.2.1.zip, r-oldrel: EntropyEstimation_1.2.1.zip |
| macOS binaries: | r-release (arm64): EntropyEstimation_1.2.1.tgz, r-oldrel (arm64): EntropyEstimation_1.2.1.tgz, r-release (x86_64): EntropyEstimation_1.2.1.tgz, r-oldrel (x86_64): EntropyEstimation_1.2.1.tgz |
| Old sources: | EntropyEstimation archive |
| Reverse imports: | CASMI, divent, entropart |
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