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Networks and the Epidemiology of Infectious Disease
Joint Authors
Vernon, Matthew C.
Roberts, Gareth O.
Danon, Leon
Jewell, Chris P.
Keeling, Matt J.
House, Thomas
Ross, Joshua V.
Ford, Ashley P.
Source
Interdisciplinary Perspectives on Infectious Diseases
Issue
Vol. 2011, Issue 2011 (31 Dec. 2011), pp.1-28, 28 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-03-16
Country of Publication
Egypt
No. of Pages
28
Main Subjects
Abstract EN
The science of networks has revolutionised research into the dynamics of interacting elements.
It could be argued that epidemiology in particular has embraced the potential of network theory more than any other discipline.
Here we review the growing body of research concerning the spread of infectious diseases on networks, focusing on the interplay between network theory and epidemiology.
The review is split into four main sections, which examine: the types of network relevant to epidemiology; the multitude of ways these networks can be characterised; the statistical methods that can be applied to infer the epidemiological parameters on a realised network; and finally simulation and analytical methods to determine epidemic dynamics on a given network.
Given the breadth of areas covered and the ever-expanding number of publications, a comprehensive review of all work is impossible.
Instead, we provide a personalised overview into the areas of network epidemiology that have seen the greatest progress in recent years or have the greatest potential to provide novel insights.
As such, considerable importance is placed on analytical approaches and statistical methods which are both rapidly expanding fields.
Throughout this review we restrict our attention to epidemiological issues.
American Psychological Association (APA)
Danon, Leon& Ford, Ashley P.& House, Thomas& Jewell, Chris P.& Keeling, Matt J.& Roberts, Gareth O.…[et al.]. 2011. Networks and the Epidemiology of Infectious Disease. Interdisciplinary Perspectives on Infectious Diseases،Vol. 2011, no. 2011, pp.1-28.
https://search.emarefa.net/detail/BIM-460327
Modern Language Association (MLA)
Danon, Leon…[et al.]. Networks and the Epidemiology of Infectious Disease. Interdisciplinary Perspectives on Infectious Diseases No. 2011 (2011), pp.1-28.
https://search.emarefa.net/detail/BIM-460327
American Medical Association (AMA)
Danon, Leon& Ford, Ashley P.& House, Thomas& Jewell, Chris P.& Keeling, Matt J.& Roberts, Gareth O.…[et al.]. Networks and the Epidemiology of Infectious Disease. Interdisciplinary Perspectives on Infectious Diseases. 2011. Vol. 2011, no. 2011, pp.1-28.
https://search.emarefa.net/detail/BIM-460327
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-460327