The Bayesian Hidden Markov Chain Modeling of the Ghana COVID-19 Blood Type Infection Distribution

The Bayesian Hidden Markov Chain Modeling of the Ghana COVID-19 Blood Type Infection Distribution

This work uses the Bayesian Poisson-Hidden Markov Model (BP-HMM) to develop a model that properly describes the blood type distribution among newly diagnosed COVID-19 patients. The study estimated the number of Hidden states for COVID-19 datasets from Ghana based on blood type distribution. The stud...

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Bibliographic Details
Main Authors: Joseph Johnson Kwabina Arhinful, Emmanuel deGraft Johnson Owusu-Ansah, Burnett Tetteh Accam, Olusola Atinuke Adebanji
Format: Article
Language:English
Published: Accademia Piceno Aprutina dei Velati 2025-07-01
Series:Ratio Mathematica
Subjects:
\textbf{keywords}: hidden markov chain
bayesian-poisson hidden markov
covid-19
transition probabilities
Online Access:http://eiris.it/ojs/index.php/ratiomathematica/article/view/1602
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http://eiris.it/ojs/index.php/ratiomathematica/article/view/1602

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