Regression Analysis, R Squared, Pseudo R Squared, Adjusted R Squared, Deviance.
fitting techniques such as Maximum Likelihood Estimation (MLE) which do not necessarily minimize the Residual Sum of Squares (RSS). Thus, given two nonlinear models that have been fitted using MLE, the one with the greater goodness-of-fit may turn out to have a lower R² or Adjusted-R². Another