Identifiability and Observability in Epidemiological Models
eBook - ePub

Identifiability and Observability in Epidemiological Models

A Primer

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Identifiability and Observability in Epidemiological Models

A Primer

About this book

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.

Information

Publisher
Springer
Year
2024
Print ISBN
9789819725380
eBook ISBN
9789819725397
Topic
Mathematics
Subtopic
Applied Mathematics
Index
Mathematics

Table of contents

  1. Cover
  2. Front Matter
  3. 1. Introduction
  4. 2. Mathematical Foundations
  5. 3. Analysis of the Kermack-McKendrick Model
  6. 4. Observers Synthesis
  7. 5. Practical and Numerical Considerations
  8. Back Matter

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Yes, you can access Identifiability and Observability in Epidemiological Models by Nik Cunniffe,Frédéric Hamelin,Abderrahman Iggidr,Alain Rapaport,Gauthier Sallet in PDF and/or ePUB format, as well as other popular books in Mathematics & Applied Mathematics. We have over 1.5 million books available in our catalogue for you to explore.