Regression Analysis, R Squared, Pseudo R Squared, Adjusted R Squared, Deviance.
model using OLS, you will either get a model with a better R² or essentially the same R² as the more constrained model. This property of OLS estimation can work against you. If you go on adding more and more variables, the model will become increasingly unconstrained and the risk of over-fitting to