Regression Analysis, R Squared, Pseudo R Squared, Adjusted R Squared, Deviance.
(Image by Author) So this begs two questions: What is a saturated model and what is Likelihood? Saturated Model A saturated regression model is one in which the number of regression variables is equal to the number of unique y values in the sample data set. What a saturated model gives you is