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Stochastic population and epidemic models = persistence and extinction /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Stochastic population and epidemic models/ by Linda J.S. Allen.
其他題名:
persistence and extinction /
作者:
Allen, Linda J.S.
出版者:
Cham :Springer International Publishing : : 2015.,
面頁冊數:
x, 47 p. :ill., digital ; : 24 cm.;
Contained By:
Springer eBooks
標題:
Branching processes. -
電子資源:
http://dx.doi.org/10.1007/978-3-319-21554-9
ISBN:
9783319215549
Stochastic population and epidemic models = persistence and extinction /
Allen, Linda J.S.
Stochastic population and epidemic models
persistence and extinction /[electronic resource] :by Linda J.S. Allen. - Cham :Springer International Publishing :2015. - x, 47 p. :ill., digital ;24 cm. - Mathematical biosciences institute lecture series. - Mathematical biosciences institute lecture series..
Continuous-Time and Discrete-State Branching Processes -- Applications of Single-Type Branching Processes -- Applications of Multi-Type Branching Processes -- Continuous-Time and Continuous-State Branching Processes -- MatLaB Programs.
This monograph provides a summary of the basic theory of branching processes for single-type and multi-type processes. Classic examples of population and epidemic models illustrate the probability of population or epidemic extinction obtained from the theory of branching processes. The first chapter develops the branching process theory, while in the second chapter two applications to population and epidemic processes of single-type branching process theory are explored. The last two chapters present multi-type branching process applications to epidemic models, and then continuous-time and continuous-state branching processes with applications. In addition, several MATLAB programs for simulating stochastic sample paths are provided in an Appendix. These notes originated as part of a lecture series on Stochastics in Biological Systems at the Mathematical Biosciences Institute in Ohio, USA. Professor Linda Allen is a Paul Whitfield Horn Professor of Mathematics in the Department of Mathematics and Statistics at Texas Tech University, USA.
ISBN: 9783319215549
Standard No.: 10.1007/978-3-319-21554-9doiSubjects--Topical Terms:
527827
Branching processes.
LC Class. No.: QA274.76
Dewey Class. No.: 519.234
Stochastic population and epidemic models = persistence and extinction /
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This monograph provides a summary of the basic theory of branching processes for single-type and multi-type processes. Classic examples of population and epidemic models illustrate the probability of population or epidemic extinction obtained from the theory of branching processes. The first chapter develops the branching process theory, while in the second chapter two applications to population and epidemic processes of single-type branching process theory are explored. The last two chapters present multi-type branching process applications to epidemic models, and then continuous-time and continuous-state branching processes with applications. In addition, several MATLAB programs for simulating stochastic sample paths are provided in an Appendix. These notes originated as part of a lecture series on Stochastics in Biological Systems at the Mathematical Biosciences Institute in Ohio, USA. Professor Linda Allen is a Paul Whitfield Horn Professor of Mathematics in the Department of Mathematics and Statistics at Texas Tech University, USA.
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