Classical and Spatial Stochastic Processes With Applications to Biology /
This textbook provides an accessible approach to concepts and applications of stochastic processes ideal for a wide range of readers. This revised third edition features an intuitive reorganization with concrete topics introduced early on which are then used to demonstrate more abstract concepts in...
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| Format: | Elektronski eKnjiga |
| Jezik: | angleščina |
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Cham :
Springer Nature Switzerland : Imprint: Birkhäuser,
2024.
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| Izdaja: | 3rd ed. 2024. |
| Teme: | |
| Online dostop: | https://doi.org/10.1007/978-3-031-77760-8 |
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Kazalo:
- Finite Markov Chains
- Random walks on finite graphs
- The first appearance of a pattern
- The ruin problem
- The Ehrenfest chain
- The simple symmetric random walk
- Asymmetric and higher dimension random walks
- Discrete time birth and death chains
- Discrete time branching process
- Recurrence on countable spaces
- Stationary distributions on countable spaces
- The Poisson process
- Continuous time birth and death chains
- Continuous time branching processes
- Percolation
- A cellular automaton
- A branching random walk
- The contact process on a homogeneous tree
- Appendix: A little more probability
- Bibliography
- Index.