Farmer, J., D. Jacobs (2108) <doi:10.1371/journal.pone.0196937>. A multivariate nonparametric density estimator based on the maximum-entropy method. Accurately predicts a probability density function (PDF) for random data using a novel iterative scoring function to determine the best fit without overfitting to the sample.
| Version: | 4.5 |
| Depends: | plot3D |
| Imports: | MultiRNG, methods |
| Published: | 2023-08-24 |
| DOI: | 10.32614/CRAN.package.PDFEstimator |
| Author: | Jenny Farmer and Donald Jacobs |
| Maintainer: | Jenny Farmer <jfarmer at carolina.rr.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Citation: | PDFEstimator citation info |
| CRAN checks: | PDFEstimator results |
| Reference manual: | PDFEstimator.html , PDFEstimator.pdf |
| Package source: | PDFEstimator_4.5.tar.gz |
| Windows binaries: | r-devel: PDFEstimator_4.5.zip, r-release: PDFEstimator_4.5.zip, r-oldrel: PDFEstimator_4.5.zip |
| macOS binaries: | r-release (arm64): PDFEstimator_4.5.tgz, r-oldrel (arm64): PDFEstimator_4.5.tgz, r-release (x86_64): PDFEstimator_4.5.tgz, r-oldrel (x86_64): PDFEstimator_4.5.tgz |
| Old sources: | PDFEstimator archive |
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