UPC: 9783031120558 | Use R!: Epidemics: Models and Data Using R (Paperback)

UPC lookup results for: 9783031120558 | Use R!: Epidemics: Models and Data Using R (Paperback)

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.