书目名称 | Quantitative Methods for Investigating Infectious Disease Outbreaks |
编辑 | Ping Yan,Gerardo Chowell |
视频video | |
概述 | Connects key quantitative methods in mathematical epidemiology.Covers contemporary topics in the field of infectious disease modeling.Can be used as a graduate level textbook or for special summer sch |
丛书名称 | Texts in Applied Mathematics |
图书封面 |  |
描述 | .This book provides a systematic treatment of the mathematical underpinnings of work in the theory of outbreak dynamics and their control, covering balanced perspectives between theory and practice including new material on contemporary topics in the field of infectious disease modelling. Specifically, it presents a unified mathematical framework linked to the distribution theory of non-negative random variables; the many examples used in the text, are introduced and discussed in light of theoretical perspectives...The book is organized into 9 chapters: The first motivates the presentation of the material on subsequent chapters; Chapter 2-3 provides a review of basic concepts of probability and statistical models for the distributions of continuous lifetime data and the distributions of random counts and counting processes, which are linked to phenomenological models. Chapters 4 focuses on dynamic behaviors of a disease outbreak during the initial phase while Chapters 5-6 broadly cover compartment models to investigate the consequences of epidemics as the outbreak moves beyond the initial phase. Chapter 7 provides a transition between mostly theoretical topics in earlier chapters a |
出版日期 | Textbook 2019 |
关键词 | Disease Transmission Models; Infectious Disease Data; Epidemic Growth Scaling; Dynamic Epidemic Models; |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-030-21923-9 |
isbn_softcover | 978-3-030-21925-3 |
isbn_ebook | 978-3-030-21923-9Series ISSN 0939-2475 Series E-ISSN 2196-9949 |
issn_series | 0939-2475 |
copyright | Crown 2019 |