PDFEstimator

Nonparametric Probability Density Estimator

Farmer, J., D. Jacobs (2108) <DOI:10.1371/journal.pone.0196937>. A 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.

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Description file content

Package
PDFEstimator
Version
0.1-3
Date
2019-04-10
Title
Nonparametric Probability Density Estimator
Author
Jenny Farmer and Donald Jacobs
Maintainer
Jenny Farmer
Description
Farmer, J., D. Jacobs (2108) . A 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.
License
GPL (>= 2)
NeedsCompilation
yes
Packaged
2019-04-10 11:33:06 UTC; jenny
Repository
CRAN
Date/Publication
2019-04-18 11:50:03 UTC

install.packages('PDFEstimator')

0.1-3

7 months ago

Jenny Farmer

GPL (>= 2)

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