An introduction to stochastic processes with applications to biology
著者
書誌事項
An introduction to stochastic processes with applications to biology
Pearson/Prentice-Hall, c2003
大学図書館所蔵 全10件
注記
Includes bibliographical references and index
内容説明・目次
内容説明
For introductory courses on stochastic modeling with extensive applications in the biological sciences.
Stochastic Processes with Biology Applications fills a growing need for a text of its kind in the field of mathematical biology. Plenty of examples, diagrams, and figures take students step-by-step through well-known classical biological models to ensure complete understanding of stochastic modeling.
目次
1. Review of Probability Theory and an Introduction to Stochastic Processes.
2. Discrete Time Markov Chains.
3. Biological Applications of Discrete Time Markov Chains.
4. Discrete Time Branching Processes.
5. Continuous Time Markov Chains.
6. Continuous Time Birth and Death Chains.
7. Epidemics, Competition, Predation and Population Genetics.
8. Diffusion Processes and Stochastic Differential Equations.
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