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Improving performance of hurdle models using rare-event weighted logistic regression: an application to maternal mortality data

In this paper, performance of hurdle models in rare events data is improved by modifying their binary component. The rare-event weighted logistic regression model is adopted in place of logistic regression to deal with class imbalance due to rare events. Poisson Hurdle Rare Event Weighted Logistic R...

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Detalles Bibliográficos
Autores principales: Awuor Okello, Sharon, Otieno Omondi, Evans, Odhiambo, Collins O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10445027/
https://www.ncbi.nlm.nih.gov/pubmed/37621657
http://dx.doi.org/10.1098/rsos.221226