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Stochastic Methods
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Stochastic Methods : A Handbook for the Natural and Social Sciences

Fourth Edition 2009

Book Details

Format Paperback / softback
ISBN-10 3642089623
ISBN-13 9783642089626
Edition Fourth Edition 2009
Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Country of Manufacture DE
Country of Publication GB
Publication Date Oct 19th, 2010
Print length 447 Pages
Weight 674 grams
Dimensions 23.50 x 15.60 x 2.60 cms
KSh 13,500.00
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Further, in response to the revolution in financial markets following from the discovery by Fischer Black and Myron Scholes of a reliable option pricing formula, I have written a chapter on the application of stochastic methods to financial markets.
A Historical Introduction.- Probability Concepts.- Markov Processes.- The Ito Calculus and Stochastic Differential Equations.- The Fokker-Planck Equation.- The Fokker-Planck Equation in Several Dimensions.- Small Noise Approximations for Diffusion Processes.- The White Noise Limit.- Beyond the White Noise Limit.- Lévy Processes and Financial Applications.- Master Equations and Jump Processes.- The Poisson Representation.- Spatially Distributed Systems.- Bistability, Metastability, and Escape Problems.- Simulation of Stochastic Differential Equations.

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