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PDFEstimator (version 4.5)

Multivariate Nonparametric Probability Density Estimator

Description

Farmer, J., D. Jacobs (2108) . 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.

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Version

Install

install.packages('PDFEstimator')

Monthly Downloads

201

Version

4.5

License

GPL (>= 2)

Maintainer

Jenny Farmer

Last Published

August 24th, 2023

Functions in PDFEstimator (4.5)

lines.PDFe

Plot Lines Method for Nonparametric Density Estimation
estimatePDFmv

Multivariate Nonparametric Density Estimation
approximatePoints

Approximate Data Points
estimatePDF

Nonparametric Density Estimation
getTarget

Define Target Outliers
plot3d

Plot three-dimensional probability density estimate
PDFEstimator-package

Nonparametric Probability Density Estimation and Analysis
convertToPDFe

Convert to pdfe
plot2d

Plot two-dimensional probability density estimate
plot.PDFe

Plot Method for Nonparametric Density Estimation
plotBeta

Plot Diagnostic Shading