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Stochastic Processes - Varadhan, S R S
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This is a brief introduction to stochastic processes studying certain elementary continuous-time processes. After a description of the Poisson process and related processes with independent increments as well as a brief look at Markov processes with a finite number of jumps, the author proceeds to introduce Brownian motion and to develop stochastic integrals and Ito's theory in the context of one-dimensional diffusion processes. The book ends with a brief survey of the general theory of Markov processes. The book is based ...

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Stochastic Processes 2008, American Mathematical Society(RI), New York, NY

ISBN-13: 9780821840856

Trade paperback