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Titlebook: Mathematical and Statistical Estimation Approaches in Epidemiology; Gerardo Chowell,James M. Hyman,Carlos Castillo-Cha Book 2009 Springer

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书目名称Mathematical and Statistical Estimation Approaches in Epidemiology
编辑Gerardo Chowell,James M. Hyman,Carlos Castillo-Cha
视频video
概述Essential resource for graduate students interested in the analysis of infectious disease outbreaks and epidemic modeling.Approaches for the estimation of the transmission potential of infectious dise
图书封面Titlebook: Mathematical and Statistical Estimation Approaches in Epidemiology;  Gerardo Chowell,James M. Hyman,Carlos Castillo-Cha Book 2009 Springer
描述Mathematical and Statistical Estimation Approaches in Epidemiology compiles t- oretical and practical contributions of experts in the analysis of infectious disease epidemics in a single volume. Recent collections have focused in the analyses and simulation of deterministic and stochastic models whose aim is to identify and rank epidemiological and social mechanisms responsible for disease transmission. The contributions in this volume focus on the connections between models and disease data with emphasis on the application of mathematical and statistical approaches that quantify model and data uncertainty. The book is aimed at public health experts, applied mathematicians and sci- tists in the life and social sciences, particularly graduate or advanced undergraduate students, who are interested not only in building and connecting models to data but also in applying and developing methods that quantify uncertainty in the context of infectious diseases. Chowell and Brauer open this volume with an overview of the classical disease transmission models of Kermack-McKendrick including extensions that account for increased levels of epidemiological heterogeneity. Their theoretical tour i
出版日期Book 2009
关键词Epidemiological; Epidemiology; Infectious disease epidemiology; Measure; Observable; SAS; Time series; dyna
版次1
doihttps://doi.org/10.1007/978-90-481-2313-1
isbn_softcover978-94-007-7990-7
isbn_ebook978-90-481-2313-1
copyrightSpringer Science+Business Media B.V. 2009
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Stochastic Epidemic Modeling,ence between these and their large population deterministic limits, which describe dynamical systems. The dynamics of an ODE system informs us of the deterministic skeleton upon which the behavior of corresponding stochastic systems are built. In this chapter we present a number of examples, mostly
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