Outlier detection in logistic regression and its application in medical data analysis

The application of logistic regression is widely used in medical research. The detection of outliers has become an essential part of logistic regression. It is often observed outliers have a considerable influence on the analysis results, which may lead the study to the wrong conclusions. Many proce...

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Bibliographic Details
Main Authors: Ahmad, Sanizah, Mohamed Ramli, Norazan, Midi, Habshah
Format: Conference or Workshop Item
Language:English
Published: IEEE 2012
Online Access:http://psasir.upm.edu.my/id/eprint/45052/1/Outlier%20detection%20in%20logistic%20regression%20and%20its%20application%20in%20medical%20data%20analysis.pdf