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Bayesian Zero-Inflated Negative Binomial Regression Based on Pólya-Gamma Mixtures
Motivated by a study examining spatiotemporal patterns in inpatient hospitalizations, we propose an efficient Bayesian approach for fitting zero-inflated negative binomial models. To facilitate posterior sampling, we introduce a set of latent variables that are represented as scale mixtures of norma...
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| Publicado en: | Bayesian Anal |
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| Autor Principal: | |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
2019
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| Assuntos: | |
| Acceso en liña: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7880198/ https://ncbi.nlm.nih.gov/pubmed/33584949 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/18-ba1132 |
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