Robust estimations as a remedy for multicollinearity caused by multiple high leverage points

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Robust estimations as a remedy for multicollinearity caused by multiple high leverage points

Problem statement: The Least Squares (LS) method has been the most popular technique for estimating the parameters of a model due to its optimal properties and ease of computation. LS estimated regression may be seriously disturbed by multicollinearity which is a near linear dependency between two o...

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Bibliographic Details
Main Authors:	Bagheri, Arezoo, Midi, Habshah
Format:	Article
Language:	English English
Published:	Science Publications 2009
Subjects:	Multicollinearity Estimation theory Least squares
Online Access:	http://psasir.upm.edu.my/id/eprint/16588/ http://psasir.upm.edu.my/id/eprint/16588/1/Robust%20estimations%20as%20a%20remedy%20for%20multicollinearity%20caused%20by%20multiple%20high%20leverage%20points.pdf

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