Applied Stochastic Processes (BOK)

Ming Liao

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Applied Stochastic Processes presents a concise, graduate-level treatment of the subject, emphasizing applications and practical computation. It also establishes the complete mathematical theory in an accessible way. After reviewing basic probability, the text covers Poisson processes, renewal processes, discrete- and continuous-time Markov chains, and Brownian motion. It also offers an introduction to stochastic differential equations. While the main applications described are queues, the book also considers other examples, such as the mathematical model of a single stock market. With exercises in most sections, this book provides a clear, practical introduction for beginning graduate students. The material is presented in a straightforward manner using short, motivating examples. In addition, the author develops the mathematical theory with a strong emphasis on probability intuition.


Språk Engelsk Engelsk Innbinding Innbundet
Utgitt 2013 Forfatter Ming Liao
Taylor & Francis
ISBN 9781466589339
Antall sider 208 Vekt 486 gram
Leverandør Bertram Trading Ltd Emner og form Stochastics