Epidemics : Models and Data Using R Paperback / softback
by Ottar N. Bjørnstad
Part of the Use R! series
Paperback / softback
Description
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 richhistory 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.
Information
-
Only a few left - usually despatched within 24 hours
- Format:Paperback / softback
- Pages:387 pages, 75 Illustrations, color; 80 Illustrations, black and white; XV, 387 p. 155 illus., 75 ill
- Publisher:Springer International Publishing AG
- Publication Date:14/12/2022
- Category:
- ISBN:9783031120558
£59.99
£53.35
Information
-
Only a few left - usually despatched within 24 hours
- Format:Paperback / softback
- Pages:387 pages, 75 Illustrations, color; 80 Illustrations, black and white; XV, 387 p. 155 illus., 75 ill
- Publisher:Springer International Publishing AG
- Publication Date:14/12/2022
- Category:
- ISBN:9783031120558
