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