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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主要作者: Ariffin @ Mat Zin, Syaiba Balqish
格式: Thesis
语言:English
出版: 2018
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在线阅读:http://psasir.upm.edu.my/id/eprint/83721/1/FS%202019%2041%20-%20ir.pdf
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