a real number within the range of fitmetric

measured_value

fitmetric

order

ndecimals

dist

table

any argument that functions within this routine might use


Prints a standard set of stats for a given degree of freedom, fitmetric and noise distribution


Goodness-of-fit metrics, such as R-Squared, RMSE, etc., share a sensitivity to noise, dependent on the degrees of freedom.  Some metrics, such as R-Squared, decrease with increasing dof and some, such as RMSE, increase with increasing dof.  This package calculates the noise baseline (ceiling) by random sampling, calculating the metric’s value for each sample and counting the number of samples below a desired level, 95% by default. If one’s measure is above (below) the calculation corresponding to the desired level, then the measurement is distinguishable from noise.  In addition, the ratio of the measurement to the calculated level provides a way to compare measurements of different degrees of freedom.

fit: Print boilerplate stats

Description

Usage

Arguments

Value

Examples