Regression Analysis, R Squared, Pseudo R Squared, Adjusted R Squared, Deviance.
nonlinear models include: The exponential, gamma and inverse-Gaussian regression models used for continuously varying y in the range (-∞, ∞). Binary choice models such as the Logit (a.k.a. Logistic) and Probit and their variants such as Ordered Probit used for y = 0 or 1, and the general class of