The performance of clustering approach with robust mm-estimator for multiple outlier detection in linear regression

Identifying outlier is a fundamental step in the regression model building process. Outlying observations should be identified because of their potential effect on the fitted model. As a result of the need to identify outliers, numerous outlying measures such as residuals and hat matrix diagonal are...

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Bibliographic Details
Main Authors: Mohd. Azmi, Nurulhuda Firdaus, Midi, Habshah, Ismail, Noranita Fairus
Format: Article
Language:English
Published: Penerbit UTM Press 2006
Subjects:
Online Access:http://eprints.utm.my/id/eprint/7941/1/JTDIS45C%5BB%5DNHuda_Firdaus.pdf
http://eprints.utm.my/id/eprint/7941/
http://www.penerbit.utm.my/onlinejournal/45/C/JTDIS45C2.pdf
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