Introduction to Stochastic Processes Using R
| 主要な著者: | , |
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| 団体著者: | |
| 要約: | XX, 651 p. 33 illus., 32 illus. in color. text |
| 言語: | 英語 |
| 出版事項: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2023.
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| 版: | 1st ed. 2023. |
| 主題: | |
| オンライン･アクセス: | https://doi.org/10.1007/978-981-99-5601-2 |
| フォーマット: | 電子媒体 eBook |
目次:
- Basics of Stochastic Processes
- Markov Chains
- Long-run Behaviour of Markov Chains
- Random Walks
- Bienayme Galton Watson Branching Process
- Continuous Time Markov Chains
- Poisson Process
- Birth and Death Processes
- Brownian Motion Process
- Renewal Process
- Solutions Conceptual Exercises.