The effect of high leverage points on the logistic ridge regression estimator having multicollinearity

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The effect of high leverage points on the logistic ridge regression estimator having multicollinearity

This article is concerned with the performance of logistic ridge regression estimation technique in the presence of multicollinearity and high leverage points. In logistic regression, multicollinearity exists among predictors and in the information matrix. The maximum likelihood estimator suffers a...

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Bibliographic Details
Main Authors:	Ariffin @ Mat Zin, Syaiba Balqish, Midi, Habshah
Format:	Conference or Workshop Item
Language:	English
Published:	AIP Publishing LLC 2013
Online Access:	http://psasir.upm.edu.my/id/eprint/57420/ http://psasir.upm.edu.my/id/eprint/57420/1/The%20effect%20of%20high%20leverage%20points%20on%20the%20logistic%20ridge%20regression%20estimator%20having%20multicollinearity.pdf

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