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Int. J. Environ. Res. Public Health 2010, 7(3), 1186-1204; doi:10.3390/ijerph7031204
Article

Branching Processes: Their Role in Epidemiology

Received: 11 January 2010; in revised form: 1 March 2010 / Accepted: 16 March 2010 / Published: 19 March 2010
(This article belongs to the Special Issue Advances in Epidemiology)
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Abstract: Branching processes are stochastic individual-based processes leading consequently to a bottom-up approach. In addition, since the state variables are random integer variables (representing population sizes), the extinction occurs at random finite time on the extinction set, thus leading to fine and realistic predictions. Starting from the simplest and well-known single-type Bienaymé-Galton-Watson branching process that was used by several authors for approximating the beginning of an epidemic, we then present a general branching model with age and population dependent individual transitions. However contrary to the classical Bienaymé-Galton-Watson or asymptotically Bienaymé-Galton-Watson setting, where the asymptotic behavior of the process, as time tends to infinity, is well understood, the asymptotic behavior of this general process is a new question. Here we give some solutions for dealing with this problem depending on whether the initial population size is large or small, and whether the disease is rare or non-rare when the initial population size is large.
Keywords: branching process; age-dependence; population-dependence; extinction time; epidemic size branching process; age-dependence; population-dependence; extinction time; epidemic size
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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MDPI and ACS Style

Jacob, C. Branching Processes: Their Role in Epidemiology. Int. J. Environ. Res. Public Health 2010, 7, 1186-1204.

AMA Style

Jacob C. Branching Processes: Their Role in Epidemiology. International Journal of Environmental Research and Public Health. 2010; 7(3):1186-1204.

Chicago/Turabian Style

Jacob, Christine. 2010. "Branching Processes: Their Role in Epidemiology." Int. J. Environ. Res. Public Health 7, no. 3: 1186-1204.


Int. J. Environ. Res. Public Health EISSN 1660-4601 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert