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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Detalles Bibliográficos
Autor principal: Wanduku, Divine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Research Article
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

Internet

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

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