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Introduction to Stochastic Processes

Erhan Çinlar
Publisher: 
Dover Publications
Publication Date: 
2013
Number of Pages: 
402
Format: 
Paperback
Price: 
24.95
ISBN: 
9780486497976
Category: 
Textbook
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Preface
1. Probability Spaces and Random Variables
2. Expectations and Independence
3. Bernoulli Processes and Sums of Independent Random Variables
4. Poisson Processes
5. Markov Chains
6. Limiting Behavior and Applications of Markov Chains
7. Potentials, Excessive Functions, and Optimal Stopping of Markov Chains
8. Markov Processes
9. Renewal Theory
10. Markov Renewal Theory
Afterword
Appendix. Non-Negative Matrices
References
Answers to Selected Exercises
Index of Notations
Subject Index

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