Package: PDFEstimator 4.5
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.
Authors:
PDFEstimator_4.5.tar.gz
PDFEstimator_4.5.zip(r-4.5)PDFEstimator_4.5.zip(r-4.4)PDFEstimator_4.5.zip(r-4.3)
PDFEstimator_4.5.tgz(r-4.4-x86_64)PDFEstimator_4.5.tgz(r-4.4-arm64)PDFEstimator_4.5.tgz(r-4.3-x86_64)PDFEstimator_4.5.tgz(r-4.3-arm64)
PDFEstimator_4.5.tar.gz(r-4.5-noble)PDFEstimator_4.5.tar.gz(r-4.4-noble)
PDFEstimator_4.5.tgz(r-4.4-emscripten)PDFEstimator_4.5.tgz(r-4.3-emscripten)
PDFEstimator.pdf |PDFEstimator.html✨
PDFEstimator/json (API)
| # Install 'PDFEstimator' in R: |
| install.packages('PDFEstimator', repos = c('https://jennyfarmer.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 years agofrom:19e26609a3. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 08 2024 |
| R-4.5-win-x86_64 | OK | Sep 08 2024 |
| R-4.5-linux-x86_64 | OK | Sep 08 2024 |
| R-4.4-win-x86_64 | OK | Sep 08 2024 |
| R-4.4-mac-x86_64 | OK | Sep 08 2024 |
| R-4.4-mac-aarch64 | OK | Sep 08 2024 |
| R-4.3-win-x86_64 | OK | Sep 08 2024 |
| R-4.3-mac-x86_64 | OK | Sep 08 2024 |
| R-4.3-mac-aarch64 | OK | Sep 08 2024 |
Exports:approximatePointsconvertToPDFeestimatePDFestimatePDFmvgetTargetplot2dplot3dplotBeta
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Nonparametric Probability Density Estimation and Analysis | PDFEstimator-package PDFEstimator |
| Approximate Data Points | approximatePoints |
| Convert to pdfe | convertToPDFe |
| Nonparametric Density Estimation | estimatePDF |
| Multivariate Nonparametric Density Estimation | estimatePDFmv |
| Define Target Outliers | getTarget |
| Plot Lines Method for Nonparametric Density Estimation | lines lines.PDFe |
| Plot Method for Nonparametric Density Estimation | plot plot.PDFe |
| Plot two-dimensional probability density estimate | plot2d |
| Plot three-dimensional probability density estimate | plot3d |
| Plot Diagnostic Shading | plotBeta |
