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Stochastic processes

Borodin, Andrei N.

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Stochastic processes

Record Type:	Electronic resources : Monograph/item
Title/Author:	Stochastic processes/ by Andrei N Borodin.
Author:	Borodin, Andrei N.
Published:	Cham :Springer International Publishing : : 2017.,
Description:	xiv, 626 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Stochastic processes. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-62310-8
ISBN:	9783319623108

Stochastic processes
Borodin, Andrei N.

Stochastic processes[electronic resource] /by Andrei N Borodin. - Cham :Springer International Publishing :2017. - xiv, 626 p. :ill., digital ;24 cm. - Probability and its applications,2297-0371. - Probability and its applications..

This book provides a rigorous yet accessible introduction to the theory of stochastic processes. A significant part of the book is devoted to the classic theory of stochastic processes. In turn, it also presents proofs of well-known results, sometimes together with new approaches. Moreover, the book explores topics not previously covered elsewhere, such as distributions of functionals of diffusions stopped at different random times, the Brownian local time, diffusions with jumps, and an invariance principle for random walks and local times. Supported by carefully selected material, the book showcases a wealth of examples that demonstrate how to solve concrete problems by applying theoretical results. It addresses a broad range of applications, focusing on concrete computational techniques rather than on abstract theory. The content presented here is largely self-contained, making it suitable for researchers and graduate students alike.

ISBN: 9783319623108

Standard No.: 10.1007/978-3-319-62310-8doiSubjects--Topical Terms:

520663
Stochastic processes.

LC Class. No.: QA274

Dewey Class. No.: 519.2

Stochastic processes
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100 1 $a Borodin, Andrei N. $3 3264756
245 1 0 $a Stochastic processes $h [electronic resource] / $c by Andrei N Borodin.
260 $a Cham : $b Springer International Publishing : $b Imprint: Birkhauser, $c 2017.
300 $a xiv, 626 p. : $b ill., digital ; $c 24 cm.
490 1 $a Probability and its applications, $x 2297-0371
520 $a This book provides a rigorous yet accessible introduction to the theory of stochastic processes. A significant part of the book is devoted to the classic theory of stochastic processes. In turn, it also presents proofs of well-known results, sometimes together with new approaches. Moreover, the book explores topics not previously covered elsewhere, such as distributions of functionals of diffusions stopped at different random times, the Brownian local time, diffusions with jumps, and an invariance principle for random walks and local times. Supported by carefully selected material, the book showcases a wealth of examples that demonstrate how to solve concrete problems by applying theoretical results. It addresses a broad range of applications, focusing on concrete computational techniques rather than on abstract theory. The content presented here is largely self-contained, making it suitable for researchers and graduate students alike.
650 0 $a Stochastic processes. $3 520663
650 0 $a Mathematics. $3 515831
650 0 $a Probabilities. $3 518889
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830 0 $a Probability and its applications. $3 1566745
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-62310-8
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