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Identifiability and Observability in Epidemiological Models
- A Primer
Engelsk
Bogcover for Identifiability and Observability in Epidemiological Models af Alain Rapaport, Abderrahman Iggidr, Gauthier Sallet, Nik Cunniffe, Frederic Hamelin, 9789819725380
Specifikationer
Sprog:
Engelsk
Sider:
108
ISBN-13:
9789819725380
Indbinding:
Paperback
ISBN-10:
9819725380
Udg. Dato:
3 jul 2024
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
3 jul 2024

Identifiability and Observability in Epidemiological Models

- A Primer
Engelsk
Paperback 2024
Format:

Bog beskrivelse

This book introduces the concepts of identifiability and observability in mathematical epidemiology, as well as those of observers’ constructions. It first exposes and illustrates on several examples the mathematical definitions and properties of observability and identifiability. A chapter is dedicated to the well-known Kermack McKendrick model, for which the complete analysis of identifiability and observability is not available in the literature. Then, several techniques of observer constructions, in view of online estimation of state and parameters, are presented and deployed on several models. New developments relevant for applications in epidemiology are also given. Finally, practical considerations are discussed with data and numerical simulations related to models previously analysed in the book.

The book will be appealing to epidemiological modellers and mathematicians working on models in epidemiology.This book contributes to Sustainable Development Goal 3 (SDG3): Good Health and Well Being.

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Specifikationer
Sprog:
Engelsk
Sider:
108
ISBN-13:
9789819725380
Indbinding:
Paperback
ISBN-10:
9819725380
Udg. Dato:
3 jul 2024
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
3 jul 2024
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