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A new kind of stochastic restricted biased estimator for logistic regression model

In the logistic regression model, the variance of the maximum likelihood estimator is inflated and unstable when the multicollinearity exists in the data. There are several methods available in literature to overcome this problem. We propose a new stochastic restricted biased estimator. We study the...

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Detalles Bibliográficos
Autores principales: Alheety, M. I., Månsson, Kristofer, Golam Kibria, B. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9042162/
https://www.ncbi.nlm.nih.gov/pubmed/35706568
http://dx.doi.org/10.1080/02664763.2020.1769576