An introduction to stochastic modeling / Mark A. Pinsky, Samuel Karlin
Material type:
TextPublication details: London: Elsevier, 2011.Edition: 4th edDescription: x, 563 p.: illISBN: - 978023814166
- QA274.2.P65
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WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA KUMASI LIBRARY General Stacks | WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA KUMASI LIBRARY | QA274.2.P65(4e) (Browse shelf(Opens below)) | Available | K/2631/2631/19 |
Includes index.
Contents: Introduction -- Conditional Probability and Conditional Expectation -- Markov Chains: Introduction -- The Long Run Behavior of Markov Chains -- Poisson Processes -- Continuous Time Markov Chains -- Renewal Phenomena -- Brownian Motion and Related Processes -- Queuing Systems -- Random Evolutions -- Characteristic Functions and Their Applications
Introduces students to the standard concepts and methods of stochastic modeling, to illustrate the diversity of applications of stochastic processes in the applied sciences, and to provide exercises in the application of simple stochastic analysis to realistic problems.
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