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Stochastic Flows and Stochastic Differential Equations

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Stochastic Flows and Stochastic Differential Equations Kunita
Libristo kod: 04093082
Nakladnici Cambridge University Press, travanj 1997
The main purpose of this book is to give a systematic treatment of the theory of stochastic differen... Cijeli opis
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The main purpose of this book is to give a systematic treatment of the theory of stochastic differential equations and stochastic flow of diffeomorphisms, and through the former to study the properties of stochastic flows. The classical theory was initiated by K. Itô and since then has been much developed. Professor Kunita's approach here is to regard the stochastic differential equation as a dynamical system driven by a random vector field, including thereby Itô's theory as a special case. The book can be used with advanced courses on probability theory or for self-study. The author begins with a discussion of Markov processes, martingales and Brownian motion, followed by a review of Itô's stochastic analysis. The next chapter deals with continuous semimartingales with spatial parameters, in order to study stochastic flow, and a generalisation of Ito's equation. Stochastic flows and their relation with this are generalised and considered in chapter 4. It is shown that solutions of a given stochastic differential equation define stochastic flows of diffeomorphisms. Some applications are given of particular cases. Chapter 5 is devoted to limit theorems involving stochastic flows, and the book ends with a treatment of stochastic partial differential equations through the theory of stochastic flows. Applications to filtering theory are discussed.

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Informacije o knjizi

Puni naziv Stochastic Flows and Stochastic Differential Equations
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 1997
Broj stranica 364
EAN 9780521599252
ISBN 0521599253
Libristo kod 04093082
Težina 574
Dimenzije 155 x 229 x 24
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