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© 2015

An Introduction to Mathematical Epidemiology

  • A comprehensive introduction to mathematical epidemiology accelerating from beginner to advanced research level

  • Provides detailed introduction to applied dynamical systems while linking to epidemiological concepts

  • Uses data to complement model development and analysis?

  • Highly illustrated with exercises included at the end of each chapter

  • Includes code in MATLAB for simulations and fitting

  • Includes supplementary material: sn.pub/extras

Textbook

Part of the Texts in Applied Mathematics book series (TAM, volume 61)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Maia Martcheva
    Pages 1-8
  3. Maia Martcheva
    Pages 9-31
  4. Maia Martcheva
    Pages 67-89
  5. Maia Martcheva
    Pages 91-121
  6. Maia Martcheva
    Pages 123-148
  7. Maia Martcheva
    Pages 183-214
  8. Maia Martcheva
    Pages 215-248
  9. Maia Martcheva
    Pages 249-279
  10. Maia Martcheva
    Pages 301-329
  11. Maia Martcheva
    Pages 331-360
  12. Maia Martcheva
    Pages 361-386
  13. Maia Martcheva
    Pages 415-440
  14. Back Matter
    Pages 441-453

About this book

Introduction

The book is a comprehensive, self-contained introduction to the mathematical modeling and analysis of infectious diseases. It includes model building, fitting to data, local and global analysis techniques. Various types of deterministic dynamical models are considered: ordinary differential equation models, delay-differential equation models, difference equation models, age-structured PDE models and diffusion models. It includes various techniques for the computation of the basic reproduction number as well as approaches to the epidemiological interpretation of the reproduction number. MATLAB code is included to facilitate the data fitting and the simulation with age-structured models.

Keywords

Data Fitting Epidemic Modeling Infectious Diseases Mathematical Epidemiology Mathematical Modeling Ordinary Differential Equations Population Dynamics

Authors and affiliations

  1. 1.Department of MathematicsUniversity of FloridaGainesvilleUSA

About the authors

Maia Martcheva is a Professor in the Department of Mathematics at the University of Florida, USA.  Her areas of interest and research include: epidemic models of multi-strain interactions, spatial epidemic modeling, immunological modeling, and immune-epidemiological modeling.

Bibliographic information

Reviews

“The current book is an introductory text that starts at the level of the neophyte and gradually brings the student to the level of current research. … The target readers include advanced undergraduate and graduate students in mathematics as well as graduate students in other fields. … This is an appealing book, well-written and thoughtfully organized.” (William J. Satzer, MAA reviews, maa.org, January, 2016)

“This book does not limit itself by any means to be just an introductory level textbook, aiming actually to be a comprehensive, self-contained reference text for mathematical epidemiologists. … The presentation is example-based, well thought out and very carefully organized. … The book has the clarity of a textbook while having the depth of a monograph, the author always being successful in conveying the content of a topic regardless of its difficulty.” (Paul Georgescu, zbMATH 1333.92006, 2016)