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The effect of influential outliers on parameter estimation in regression analysis

✍ Scribed by Hatch, John P. ;Prihoda, Thomas J.

Publisher
Springer-Verlag
Year
1992
Weight
198 KB
Volume
17
Category
Article
ISSN
1573-3270

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Cases can be considered as possible outliers in a regression structure if deletion results in a sufficiently large reduction of the residual sum of squares. Calculations for selection of outlier cases on this basis can be accomplished by use of stepwise regression programs. Numerical examples are in