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 = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

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

1.04 score 11 scripts 144 downloads 11 exports 39 dependencies

Last updated 9 years agofrom:35893a081e. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 17 2024
R-4.5-linuxOKNov 17 2024

Exports:cap1pcdfsplotcdfplotpdfplotR2EquivplotR2kplotR2pR2R2kR2pR2pTable

Dependencies:clicodetoolscoincolorspacefansifarverggplot2gluegtableisobandlabelinglatticelibcoinlifecyclemagrittrMASSMatrixmatrixStatsmgcvmodeltoolsmultcompmunsellmvtnormnlmepillarpkgconfigR6RColorBrewerrlangsandwichscalessurvivalTH.datatibbleutf8vctrsviridisLitewithrzoo