The adjusted r-squared is helpful for multiple regression and corrects for erroneous regression, giving you a more accurate ...
Regression diagnostics and lack-of-fit tests mainly focus on linear-linear regression models. When the design points are distributed on the circumference of a circle, difficulties arise as there is no ...