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Estimating global identifiability using conditional mutual information in a Bayesian framework
A novel information-theoretic approach is proposed to assess the global practical identifiability of Bayesian statistical models. Based on the concept of conditional mutual information, an estimate of information gained for each model parameter is used to quantify the identifiability with practical...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603099/ https://www.ncbi.nlm.nih.gov/pubmed/37884565 http://dx.doi.org/10.1038/s41598-023-44589-3 |