Standardized residuals ˜ri in function of leverage li
Leverage li is a measure of how far away the independent variable values of an observation are from those of the other observations.
Data points with large residuals (outliers) and/or high leverage may distort the outcome and accuracy of a regression.
The predicted sum-of-squares:
- Cook’s distance measures the effect of deleting a given observation.