A comparison of various influential points diagnostic methods and robust regression approaches: reanalysis of interstitial lung disease data

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A comparison of various influential points diagnostic methods and robust regression approaches: reanalysis of interstitial lung disease data

In a linear regression model, the estimation of regression parameters by ordinary least squares method is affected by some anomalous points in the data set. Thus, detection of these abnormal points is one of the essential steps in regression analysis. There are many classical single deletion diagnos...

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Bibliographic Details
Main Authors:	Bagheri, Arezoo, Midi, Habshah, Ganjali, Mojtaba, Eftekhari, Samaneh
Format:	Article
Language:	English
Published:	Hikari Ltd. 2010
Online Access:	http://psasir.upm.edu.my/id/eprint/12673/ http://psasir.upm.edu.my/id/eprint/12673/1/A%20comparison%20of%20various%20influential%20points%20diagnostic%20methods%20and%20robust%20regression%20approaches.pdf

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