Package: pAnalysis 2.0

Joseph G Kreke

pAnalysis: Benchmarking and Rescaling R2 using Noise Percentile Analysis

Provides the tools needed to benchmark the R2 value corresponding to a certain acceptable noise level while also providing a rescaling function based on that noise level yielding a new value of R2 we refer to as R2k which is independent of both the number of degrees of freedom and the noise distribution function.

Authors:Joseph G Kreke, PhD; Harris, Inc. Sangeet Khemlani, PhD; Naval Research Laboratory. Greg Trafton, PhD; Naval Research Laboratory.

pAnalysis_2.0.tar.gz
pAnalysis_2.0.tar.gz(r-4.5-noble)pAnalysis_2.0.tar.gz(r-4.4-noble)
pAnalysis_2.0.tgz(r-4.4-emscripten)pAnalysis_2.0.tgz(r-4.3-emscripten)
pAnalysis.pdf |pAnalysis.html✨
pAnalysis/json (API)

# Install 'pAnalysis' in R:
install.packages('pAnalysis', repos = 'https://cloud.r-project.org')

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 142 downloads 11 exports 39 dependencies

Last updated 9 years agofrom:35893a081e. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 17 2025
R-4.5-linuxOKMar 17 2025
R-4.4-linuxOKMar 17 2025

Exports:cap1pcdfsplotcdfplotpdfplotR2EquivplotR2kplotR2pR2R2kR2pR2pTable

Dependencies:clicodetoolscoincolorspacefansifarverggplot2gluegtableisobandlabelinglatticelibcoinlifecyclemagrittrMASSMatrixmatrixStatsmgcvmodeltoolsmultcompmunsellmvtnormnlmepillarpkgconfigR6RColorBrewerrlangsandwichscalessurvivalTH.datatibbleutf8vctrsviridisLitewithrzoo

Citation

To cite package ‘pAnalysis’ in publications use:

Kreke JG, Harris P, Khemlani IS, Trafton PNRLG, Laboratory. PNR (2016). pAnalysis: Benchmarking and Rescaling R2 using Noise Percentile Analysis. R package version 2.0, https://CRAN.R-project.org/package=pAnalysis.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {pAnalysis: Benchmarking and Rescaling R2 using Noise
      Percentile Analysis},
    author = {Joseph G Kreke and PhD; Harris and Inc. Sangeet Khemlani
      and PhD; Naval Research Laboratory. Greg Trafton and PhD; Naval
      Research Laboratory.},
    year = {2016},
    note = {R package version 2.0},
    url = {https://CRAN.R-project.org/package=pAnalysis},
  }