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.
|Author||Joseph G Kreke, PhD; Harris, Inc. Sangeet Khemlani, PhD; Naval Research Laboratory. Greg Trafton, PhD; Naval Research Laboratory.|
|Date of publication||2016-01-19 23:47:42|
|Maintainer||Joseph G Kreke <email@example.com>|
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)
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...