- addition of new model term results an increase in R2 (at least no increase)
- the use of R2 as a statistic for discriminating among competing models can be really hazardous as it may lead to overfitting
- other statistic known as adjusted R2 is used, where we replace residual and total sum of squares by corresponding mean sum of squares, given as