Introduction to Stochastic Processes Cinlar ErhanPaperback
This clear presentation of the most fundamental models of random phenomena employs methods that recognize computer-related aspects of theory. By employing matrix algebra and recursive methods, rather than transform methods, it provides techniques readily adaptable to computing wi… Celý popis ↓
Porovnanie cien Introduction to Stochastic Processes Cinlar ErhanPaperback
Popis Introduction to Stochastic Processes Cinlar ErhanPaperback
Introduction to Stochastic Processes Cinlar ErhanPaperback
This clear presentation of the most fundamental models of random phenomena employs methods that recognize computer-related aspects of theory. By employing matrix algebra and recursive methods, rather than transform methods, it provides techniques readily adaptable to computing with machines.Topics include probability spaces and random variables, expectations and independence, Bernoulli processes and sums of independent random variables, Poisson processes, Markov chains and processes, and renewal theory. The text emphasizes the modern viewpoint, in which the primary concern is the behavior of sample paths.
Assuming some background in calculus but none in measure theory, the complete, detailed, and well-written treatment is suitable for engineering students in applied mathematics and operations research courses as well as those in a wide variety of other scientific fields. Many
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