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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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| Pubblicato in: | Sci Rep |
|---|---|
| Autori principali: | , , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Nature Publishing Group UK
2021
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7881247/ https://ncbi.nlm.nih.gov/pubmed/33580148 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-82582-w |
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