pAnalysis: Benchmarking and Rescaling R2 using Noise Percentile Analysis
Version 2.0

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.

Browse man pages Browse package API and functions Browse package files

AuthorJoseph G Kreke, PhD; Harris, Inc. Sangeet Khemlani, PhD; Naval Research Laboratory. Greg Trafton, PhD; Naval Research Laboratory.
Date of publication2016-01-19 23:47:42
MaintainerJoseph G Kreke <jkreke2@gmail.com>
LicenseGPL-2
Version2.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("pAnalysis")

Man pages

cap1: cap1
pAnalysis-package: Benchmarking and Rescaling R2 using Noise Percentile Analysis
pcdfs: R2 values with corresponding probability density and...
plotcdf: Plot several Cumulative Density Functions
plotpdf: Plot Several Probability Density Functions
plotR2Equiv: Plotting Equivalent R2s across a range of degrees of freedom.
plotR2k: Plot R2k for a single measured R2 and a single noise...
plotR2p: Plot several noise baselines (R2p)
R2: R-squared
R2k: Conversion of standard R2 to a noise/dof-independent value
R2p: Calculation of baseline noise level (R2p) at a single value...
R2pTable: Creates a table R2p values for combinations of degrees of...

Functions

R2 Man page Source code
R2k Man page Source code
R2p Man page Source code
R2pTable Man page Source code
cap1 Man page Source code
pAnalysis Man page
pAnalysis-package Man page
pcdfs Man page Source code
plotR2Equiv Man page Source code
plotR2k Man page Source code
plotR2p Man page Source code
plotcdf Man page Source code
plotpdf Man page Source code

Files

NAMESPACE
R
R/Percentile_Analysis_Functions_v2.R
MD5
build
build/partial.rdb
DESCRIPTION
man
man/pcdfs.Rd
man/cap1.Rd
man/plotR2p.Rd
man/R2p.Rd
man/pAnalysis-package.Rd
man/R2.Rd
man/plotpdf.Rd
man/plotcdf.Rd
man/R2pTable.Rd
man/plotR2k.Rd
man/plotR2Equiv.Rd
man/R2k.Rd
pAnalysis documentation built on May 19, 2017, 10:15 p.m.