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portada Bayesian Analysis of Infectious Diseases: Covid-19 and Beyond (Chapman & Hall
Type
Physical Book
Author
Year
2021
Language
English
Pages
342
Format
Hardcover
ISBN13
9780367633868
Edition No.
1
Categories

Bayesian Analysis of Infectious Diseases: Covid-19 and Beyond (Chapman & Hall

Lyle D. Broemeling (Author) · · Hardcover

Bayesian Analysis of Infectious Diseases: Covid-19 and Beyond (Chapman & Hall - Lyle D. Broemeling

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Synopsis "Bayesian Analysis of Infectious Diseases: Covid-19 and Beyond (Chapman & Hall "

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 a companion website with the R and WinBUGS code.

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