The Morgan-Pitman Test of Equality of Variances and its Application to Machine Learning Model Evaluation and Selection

Argimiro Arratia, Alejandra Cabaña, Ernesto Mordecki +1

Model selection in non-linear models often prioritizes performance metrics over statistical tests, limiting the ability to account for sampling variability. We propose the use of a…