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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...
Autores principales: | Awuor Okello, Sharon, Otieno Omondi, Evans, Odhiambo, Collins O. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2023
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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 |
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