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Bayesian analysis of infectious diseases

COVID-19 and beyond
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Author: Search for this author Broemeling, Lyle D. (author)
Year: [2021]
Publisher: Boca Raton, FL, CRC Press Taylor & Francis
Media group: Ausleihbestand
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Branch: Hauptstelle Locations: ME-40 29 / Ausstellungsregal Status: available Reservations: 0 Due date: Barcode: 00307513 Floor plans: Floor plan Lending note:

Content

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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Details

Author: Search for this author Broemeling, Lyle D. (author)
Statement of Responsibility: Lyle D. Broemeling
Year: [2021]
Publisher: Boca Raton, FL, CRC Press Taylor & Francis
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Classification: Search for this systematic ME-40, MA-10, MA-20
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ISBN: 9780367633868
ISBN (2nd): 0367633868
Description: first edition published 2021, x, 331 Seiten, Diagramme, Formeln
Tags: Datenverarbeitung, Epidemiologie, Mathematik allgemein
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Language: Englisch
Original title: Bayesian analysis of infectious diseases
Media group: Ausleihbestand