The adjusted r-squared is helpful for multiple regression and corrects for erroneous regression, giving you a more accurate ...
Following the comments by Moore and Zeigler on the analogy between the analysis of quantal responses and non-linear regression, the analogy between the former and linear weighted regression is ...