Designing for Prediction: Planning Formulas for Expected Out-of-Sample $R^2$ and $r$

Elizabeth Tipton

Design calculations let researchers gauge, before data is collected, whether a planned study is likely to detect an effect. In this paper, we develop such calculations for predicti…