A Criterion to Identify Outliers

José Alfredo Jiménez

 

Abstract

This paper presents a method to identify outliers in a multiple linear regression model based on the changes that these observations produce on the residual sum of squares of the model.

 

Key words: Linear models, Least squares, Quadratic forms, Outliers, Qk statistics.

 

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