what does R^2 represent?
the proportion of variance in Y that is explained by the model
how to calculate R^2?
SSmodel / SStotal
adjusted R^2
adjusts for the number of terms in a model and should be used when 2 or more predictors are in a model
- adjusts for sample size and number of predictors