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A new estimator for the multicollinear Poisson regression model: simulation and application

The maximum likelihood estimator (MLE) suffers from the instability problem in the presence of multicollinearity for a Poisson regression model (PRM). In this study, we propose a new estimator with some biasing parameters to estimate the regression coefficients for the PRM when there is multicolline...

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Detalles Bibliográficos
Autores principales: Lukman, Adewale F., Adewuyi, Emmanuel, Månsson, Kristofer, Kibria, B. M. Golam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7881247/
https://www.ncbi.nlm.nih.gov/pubmed/33580148
http://dx.doi.org/10.1038/s41598-021-82582-w

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