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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

Documentation:

Reference manual: PDFEstimator.pdf

Downloads:

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

Linking:

Please use the canonical form https://CRAN.R-project.org/package=PDFEstimator to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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