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The multilevel hierarchical data EM-algorithm. Applications to discrete-time Markov chain epidemic models
The theory of multilevel hierarchical data Expectation Maximization (EM)-algorithm is introduced via discrete time Markov chain (DTMC) epidemic models. A general model for a multilevel hierarchical discrete data is derived. The observed sample Y in the system is a stochastic incomplete data, and the...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Elsevier
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9834773/ https://www.ncbi.nlm.nih.gov/pubmed/36643325 http://dx.doi.org/10.1016/j.heliyon.2022.e12622 |