I have a multiple linear regression model with a square-root transformed dependent variable.
I want to report % deviance explained for each parameter. I assume I need to back-transform in some way, but I am not sure how. Or is it okay to report % deviance explained on the original (non-transformed) model?
I am using R to calculate model deviance, if it matters. I appreciate any insight on this issue.