Handling Multicollinearity and Outliers in Logistic Regression Using the Robust Kibria–Lukman Estimator

Logistic regression models encounter challenges with correlated predictors and influential outliers. This study integrates robust estimators, including the Bianco–Yohai estimator (BY) and conditionally unbiased bounded influence estimator (CE), with the logistic Liu (LL), logistic ridge (LR), and lo...

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Principais autores:	Adewale F. Lukman, Suleiman Mohammed, Olalekan Olaluwoye, Rasha A. Farghali
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2024-12-01
Series:	Axioms
Assuntos:	logistic regression outliers multicollinearity robust estimators Bianco–Yohai estimator ridge regression estimator
Acceso en liña:	https://www.mdpi.com/2075-1680/14/1/19
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