The performance of robust-diagnostic F in the identification of multiple high leverage points

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The performance of robust-diagnostic F in the identification of multiple high leverage points

High leverage points have undue effects on the Least Square estimates. They are responsible for misleading conclusions in regression and multicollinearity problems. Hence, it is imperative to detect high leverage points and use robust estimators to estimate the parameters of a regression model, so a...

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Bibliographic Details
Main Authors:	Midi, Habshah, Abu Bakar, Nor Mazlina
Format:	Article
Language:	English
Published:	Pakistan Journal of Statistics 2015
Online Access:	http://psasir.upm.edu.my/id/eprint/46660/ http://psasir.upm.edu.my/id/eprint/46660/1/The%20performance%20of%20robust-diagnostic%20F%20in%20the%20identification%20of%20multiple%20high%20leverage%20points.pdf

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