Brownian Motion, Martingales, and Stochastic Calculus

Brownian Motion, Martingales, and Stochastic Calculus

2016-04-29 | ISBN: 3319310887, 331980961X | PDF | 273 Pages | 2.33 MB

This book offers a rigorous and self-contained presentation of stochastic integration and stochastic calculus within the general framework of continuous semimartingales. The main tools of stochastic calculus, including It?'s formula, the optional stopping theorem and Girsanov's theorem, are treated in detail alongside many illustrative examples. The book also contains an introduction to Markov processes, with applications to solutions of stochastic differential equations and to connections between Brownian motion and partial differential equations. The theory of local times of semimartingales is discussed in the last chapter.

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