PDFEstimator: Multivariate Nonparametric Probability Density Estimator

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.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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