Bayesian Analysis of Infectious Diseases is popular PDF and ePub book, written by Lyle D. Broemeling in 2021-02-07, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Bayesian Analysis of Infectious Diseases can be Read Online from any device for your convenience.
Bayesian Analysis of Infectious Diseases Book PDF Summary
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
Detail Book of Bayesian Analysis of Infectious Diseases PDF
- Author : Lyle D. Broemeling
- Release : 07 February 2021
- Publisher : CRC Press
- ISBN : 9781000336313
- Genre : Mathematics
- Total Page : 342 pages
- Language : English
- PDF File Size : 11,9 Mb
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