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Bayesian Analysis of Infectious Diseases
- COVID-19 and Beyond
Engelsk
Bogcover for Bayesian Analysis of Infectious Diseases af Lyle D. Broemeling, 9780367647247
Specifikationer
Sprog:
Engelsk
Sider:
332
ISBN-13:
9780367647247
Indbinding:
Paperback
ISBN-10:
0367647249
Udg. Dato:
29 aug 2022
Størrelse i cm:
15,5 x 23,4 x 2,2
Serie:
Chapman & Hall/CRC Biostatistics Series
Oplagsdato:
29 aug 2022
Forfatter(e):

Bayesian Analysis of Infectious Diseases

- COVID-19 and Beyond
Engelsk
Paperback 2022
Format:

Bog beskrivelse

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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Specifikationer
Sprog:
Engelsk
Sider:
332
ISBN-13:
9780367647247
Indbinding:
Paperback
ISBN-10:
0367647249
Udg. Dato:
29 aug 2022
Størrelse i cm:
15,5 x 23,4 x 2,2
Serie:
Chapman & Hall/CRC Biostatistics Series
Oplagsdato:
29 aug 2022
Forfatter(e):
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