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Detection of Influential Observation in Linear Regression

1977; Taylor & Francis; Volume: 19; Issue: 1 Linguagem: Inglês

10.1080/00401706.1977.10489493

1537-2723

R. Dennis Cook,

Statistical and numerical algorithms

A new measure based on confidence ellipsoids is developed for judging the contribution of each data point to the determination of the least squares estimate of the parameter vector in full rank linear regression models. It is shown that the measure combines information from the studentized residuals and the variances of the residuals and predicted values. Two examples are presented.