Effects of a single outlier on the coefficient of determination: an empirical study

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Effects of a single outlier on the coefficient of determination: an empirical study

This article investigates the effects of outliers on the coefficient of determination, R2 which is computed by Ordinary Least Squares (OLS) estimator. It is now evident that the OLS is greatly affected by outliers and hence the R2 is also affected. This problem can be solved by using the robust esti...

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Bibliographic Details
Main Authors:	Fitrianto, Anwar, Rana, Md. Sohel, Midi, Habshah, Hydara, Kutub
Format:	Conference or Workshop Item
Language:	English
Published:	AIP Publishing LLC 2014
Online Access:	http://psasir.upm.edu.my/id/eprint/57301/ http://psasir.upm.edu.my/id/eprint/57301/1/Effects%20of%20a%20single%20outlier%20on%20the%20coefficient%20of%20determination%20an%20empirical%20study.pdf

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