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      An Introduction to Stochastic Processes with Applications to Biology

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      SKU 9781439818824 Categories ,
      Select Guide Rating
      Delineates stochastic processes, emphasizing applications in biology. This book is organized according to the three types of stochastic processes: discrete time Markov chains, continuous time Markov chains and continuous time and state Markov processes. It contains a chapter o...

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      Description

      Product ID:9781439818824
      Product Form:Hardback
      Country of Manufacture:GB
      Title:An Introduction to Stochastic Processes with Applications to Biology
      Authors:Author: Linda J. S. Allen
      Page Count:496
      Subjects:Stochastics, Stochastics, Biology, life sciences, Biology, life sciences
      Description:Select Guide Rating
      Delineates stochastic processes, emphasizing applications in biology. This book is organized according to the three types of stochastic processes: discrete time Markov chains, continuous time Markov chains and continuous time and state Markov processes. It contains a chapter on the biological applications of stochastic differential equations.

      An Introduction to Stochastic Processes with Applications to Biology, Second Edition presents the basic theory of stochastic processes necessary in understanding and applying stochastic methods to biological problems in areas such as population growth and extinction, drug kinetics, two-species competition and predation, the spread of epidemics, and the genetics of inbreeding. Because of their rich structure, the text focuses on discrete and continuous time Markov chains and continuous time and state Markov processes.

      New to the Second Edition

      • A new chapter on stochastic differential equations that extends the basic theory to multivariate processes, including multivariate forward and backward Kolmogorov differential equations and the multivariate Itô’s formula
      • The inclusion of examples and exercises from cellular and molecular biology
      • Double the number of exercises and MATLAB® programs at the end of each chapter
      • Answers and hints to selected exercises in the appendix
      • Additional references from the literature

      This edition continues to provide an excellent introduction to the fundamental theory of stochastic processes, along with a wide range of applications from the biological sciences. To better visualize the dynamics of stochastic processes, MATLAB programs are provided in the chapter appendices.


      Imprint Name:Chapman & Hall/CRC
      Publisher Name:Taylor & Francis Inc
      Country of Publication:GB
      Publishing Date:2010-12-02

      Additional information

      Weight900 g
      Dimensions166 × 244 × 27 mm