Titlebook: Informal Introduction to Stochastic Processes with Maple; Jan Vrbik,Paul Vrbik Textbook 2013 Springer Science+Business Media, LLC 2013 Aut

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https://doi.org/10.1007/978-1-4614-4057-4Autoregressive model; Brownian Motion; Markov chain; Stochastic process

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Branching Processes,tion. Each of these members, before dying, leaves behind a random (possibly zero) number of offspring. This is repeated by the offspring themselves, from generation to generation, leading to either a population explosion or its ultimate extinction.

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Birth-and-Death Processes II,or studying only their . behavior. Specifically, we are interested in finding either the corresponding stationary distribution or, when state 0 is absorbing (e.g., a population can go extinct), the probability of ultimate extinction.

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Autoregressive Models,ns; a more distant past becomes irrelevant. We also discuss the issue of parameter estimation (unique to this chapter). The resulting theory can be applied to model random daily fluctuations (but not systematic or seasonal trends) of a stock market and similar situations.

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0172-5939 ock University in St Catharines, Ontario, Canada, since 1982..?.Paul Vrbik is currently a PhD candidate in Computer Science at the University of Western Ontario in London, Ontario, Canada....978-1-4614-4056-7978-1-4614-4057-4Series ISSN 0172-5939 Series E-ISSN 2191-6675

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