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Epidemics
- Models and Data Using R
Engelsk
Bogcover for Epidemics af Ottar N. Bjørnstad, 9783031120558
Specifikationer
Sprog:
Engelsk
Sider:
387
ISBN-13:
9783031120558
Indbinding:
Paperback
ISBN-10:
3031120558
Udg. Dato:
14 dec 2022
Størrelse i cm:
23,3 x 15,4 x 2,6
Serie:
Oplagsdato:
14 dec 2022
Forfatter(e):

Epidemics

- Models and Data Using R
Engelsk
Paperback 2022
Format:

Bog beskrivelse
This book is designed to be a practical study in infectious disease dynamics. It offers an easy-to-follow implementation and analysis of mathematical epidemiology. It focuses on recent case studies in order to explore various conceptual, mathematical, and statistical issues. The dynamics of infectious diseases shows a wide diversity of pattern. Some have locally persistent chains-of-transmission, others persist spatially in consumer-resource metapopulations. Some infections are prevalent among the young, some among the old and some are age-invariant. Temporally, some diseases have little variation in prevalence, some have predictable seasonal shifts and others exhibit violent epidemics that may be regular or irregular in their timing.

Models and ''models-with-data'' have proved invaluable for understanding and predicting this diversity, and thence help improve intervention and control. Using mathematical models to understand infectious disease, dynamics has a very rich history in epidemiology. The field has seen broad expansions of theories as well as a surge in real-life application of mathematics to dynamics and control of infectious disease. The chapters of Epidemics: Models and Data Using R have been organized as follows: chapters 1-10 is a mix and match of models, data and statistics pertaining to local disease dynamics; chapters 11-13 pertains to spatial and spatiotemporal dynamics; chapter 14 highlights similarities between the dynamics of infectious disease and parasitoid-host dynamics; Finally, chapters 15 and 16 overview additional statistical methodology useful in studies of infectious disease dynamics.

This book can be used as a guide for working with data, models and ''models-and-data'' to understand epidemics and infectious disease dynamics in space and time. All the code and data sets are distributed in the epimdr2 R package to facilitate the hands-on philosophy of the text.
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Specifikationer
Sprog:
Engelsk
Sider:
387
ISBN-13:
9783031120558
Indbinding:
Paperback
ISBN-10:
3031120558
Udg. Dato:
14 dec 2022
Størrelse i cm:
23,3 x 15,4 x 2,6
Serie:
Oplagsdato:
14 dec 2022
Forfatter(e):
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