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.


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install.packages("pAnalysis")

2.0 by Joseph G Kreke, 2 years ago


Browse source code at https://github.com/cran/pAnalysis


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


Documentation:   PDF Manual  


GPL-2 license


Depends on ggplot2, coin, grDevices, graphics, stats


See at CRAN