Bayesian Analysis of Infectious Diseases: COVID-19 and Beyond

Bayesian Analysis of Infectious Diseases -COVID-19 and Beyond shows how the Bayesian approach can be used to...
$232.47 SGD
$232.47 SGD
SKU: 9780367647247
Product Type: Books
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Author: Lyle D. Broemeling
Format: Paperback
Language: English
Subtotal: $232.47
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Bayesian Analysis of Infectious Diseases: COVID-19 and Beyond by Broemeling, Lyle D.

Bayesian Analysis of Infectious Diseases: COVID-19 and Beyond

$232.47

Bayesian Analysis of Infectious Diseases: COVID-19 and Beyond

$232.47
Author: Lyle D. Broemeling
Format: Paperback
Language: English

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


  • Author: Lyle D. Broemeling
    Publisher: CRC Press
    Published: 08/29/2022
    Pages: 332
    Binding Type: Paperback
    Weight: 1.06lbs
    Size: 9.21h x 6.14w x 0.72d
    ISBN: 9780367647247

    This title is not returnable

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