The Role of Residuals in Optimal and Suboptimal Statistical Modeling

Paul R. Yarnold & Fred B. Bryant

Optimal Data Analysis, LLC

This note contrasts the importance of the analysis of model residual values in assessing the invalidity of estimated Type I error rates for parametric methods, versus in determining ways of improving the validity of maximum-accuracy methods.

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