Exploring Cook's Statistic Graphically

Abstract

An index plot of Cook's statistic is frequently used to highlight influential observations. In this article we illustrate how enhanced higher dimensional plots of Cook's statistic can provide further useful information about sets of influential observations. We provide examples using normal and generalized linear models.

Key Words:

• Exploratory data analysis
• Groups of influential observations
• Masked influence