Effects of multicollinearity on type I error rate and test power of binary logistic regression model: A simulation study

In this study, the effect of multicollinearity, which is defined as high correlation, on the type I error rate and test power of the binary logistic regression models were studied. To do this, one dependent variable that consists of 1 and 2 and four continuous independent variables that were randoml...

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Bibliographic Details
Main Authors: Yeliz Kasko Arici, Mustafa Muhip Ozkan, Zahide Kocabas
Format: Article
Language:English
Published: Society of Turaz Bilim 2023-12-01
Series:Medicine Science
Subjects:
Online Access:https://www.medicinescience.org/?mno=165383