Robust diagnostic and estimation for binary logistic regression model in the presence of multicollinearity and high leverage points

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Robust diagnostic and estimation for binary logistic regression model in the presence of multicollinearity and high leverage points

The binary logistic regression model popularly used in medical data analysis. In spite of its popularity, there are only a few available robust methods for this model to encounter the effects of high leverage points and multicollinearity. Failure to address model adequacy when a combination of hi...

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Bibliographic Details
Main Author:	Ariffin @ Mat Zin, Syaiba Balqish
Format:	Thesis
Language:	English
Published:	2018
Subjects:	Mathematics - Research Binary system (Mathematics)
Online Access:	http://psasir.upm.edu.my/id/eprint/83721/ http://psasir.upm.edu.my/id/eprint/83721/1/FS%202019%2041%20-%20ir.pdf

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