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Books > Medicine > Clinical & internal medicine > Diseases & disorders > Immunology
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Bayesian Analysis of Infectious Diseases - COVID-19 and Beyond (Paperback)
Loot Price: R1,725
Discovery Miles 17 250
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Bayesian Analysis of Infectious Diseases - COVID-19 and Beyond (Paperback)
Series: Chapman & Hall/CRC Biostatistics Series
Expected to ship within 12 - 17 working days
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Total price: R1,745
Discovery Miles: 17 450
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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: Represents the first book on
infectious disease from a Bayesian perspective. Employs WinBUGS and
R to generate observations that follow the course of contagious
maladies. Includes discussion of the coronavirus pandemic as well
as many examples from the past, including the flu epidemic of
1918-1919. Compares standard non-Bayesian and Bayesian inferences.
Offers the R and WinBUGS code on at www.routledge.com/9780367633868
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