Bayesian Analysis of Infectious Diseases: COVID-19 and Beyond Contributor(s): Broemeling, Lyle D. (Author) |
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ISBN: 0367633868 ISBN-13: 9780367633868 Publisher: CRC Press OUR PRICE: $171.00 Product Type: Hardcover - Other Formats Published: February 2021 |
Additional Information |
BISAC Categories: - Mathematics | Probability & Statistics - Bayesian Analysis - Medical | Infectious Diseases - Medical | Epidemiology |
Physical Information: 0.81" H x 6.14" W x 9.21" (1.45 lbs) 332 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Bayesian Analysis of Infectious Diseases -COVID-19 and Beyond shows how the Bayesian approach can be used to analyze the evolutionary behavior of infectious diseases, including the coronavirus pandemic. The book describes the foundation of Bayesian statistics while explicating the biology and evolutionary behavior of infectious diseases, including viral and bacterial manifestations of the contagion. The book discusses the application of Markov Chains to contagious diseases, previews data analysis models, the epidemic threshold theorem, and basic properties of the infection process. Also described are the chain binomial model for the evolution of epidemics. Features:
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