Influential Observations, High Leverage Points, and Outliers in Linear Regression
Influential Observations, High Leverage Points, and Outliers in Linear Regression
A bewilderingly large number of statistical quantities have been proposed to study outliers and influence of individual observations in regression analysis. In this article we describe the inter-relationships which exist among the proposed measures. An examination of these relationships leads us to conclude that only three of these measures along …