Influence plot

PrepNuggets

LEVEL II

The influence plot can summarise the 3 metrics for influence analysis in one single glance. The X-axis plots the leverage, which is normalised between 0 and 1. The Y-axis plots the studentized residuals, which can be positive or negative. The size of the circles for each data point reflect its Cook’s distance.