Bibliometric analysis of research on firth penalized logistic regression in addressing complete separation

Complete separation in logistic regression leads to infinite estimates which prevents reliable inference. Firth's penalized likelihood method has emerged as a widely accepted and reliable solution that provides finite and more stable estimates. Despite its growing relevance, a thorough understa...

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Bibliographic Details

Main Authors:	Jamian, Nurul Husna, Ul-Saufie, Ahmad Zia, Abdullah, Mohammad Nasir
Format:	Article
Language:	en
Published:	UiTM Cawangan Perlis 2025
Subjects:	Regression analysis. Correlation analysis. Spatial analysis (Statistics)
Online Access:	https://ir.uitm.edu.my/id/eprint/131386/1/131386.pdf https://doi.org/10.24191/jcrinn.v10i2.535 https://ir.uitm.edu.my/id/eprint/131386/ https://jcrinn.com/index.php/jcrinn
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