The performance of classical and robust logistic regression
estimators in the presence of outliers

The performance of classical and robust logistic regression estimators in the presence of outliers

It is now evident that the estimation of logistic regression parameters, using Maximum Likelihood Estimator(MLE), suffers a huge drawback in the presence of outliers. An alternative approach is to use robust logistic regression estimators, such as Mallows type leverage dependent weights estimator (...

书目详细资料
Main Authors:	Midi, Habshah, Ariffin @ Mat Zin, Syaiba Balqish
格式:	文件
语言:	English
出版:	Universiti Putra Malaysia Press 2012
在线阅读:	http://psasir.upm.edu.my/id/eprint/40467/1/16.%20The%20Performance%20of%20Classical%20and%20Robust%20Logistic%20Regression.pdf

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