Research Catalog

Theory and applications of stochastic processes : an analytical approach

Title
Theory and applications of stochastic processes : an analytical approach / Zeev Schuss.
Author
Schuss, Zeev, 1937-
Publication
New York ; London : Springer, c2010.

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TextUse in library QA274 .S38 2010gOff-site

Details

Description
xvii, 468 p. : ill.; 24 cm.
Summary
This text offers an analytical approach to stochastic processes that are most common in the physical and life sciences, as well as in optimal control and in the theory of filtering of signals from noisy measurements.
Series Statement
Applied mathematical sciences, 0066-5452 ; v. 170
Uniform Title
Applied mathematical sciences (Springer-Verlag New York Inc.) ; v. 170.
Alternative Title
Stochastic processes
Subjects
Bibliography (note)
  • Includes bibliographical references (p. 442-458) and index.
Contents
The physical Brownian motion : diffusion and noise -- The probability space of Brownian motion -- Itô integration and calculus -- Stochastic differential equations -- The discrete approach and boundary behavior -- The first passage time of diffusions -- Markov processes and their diffusion approximations -- Diffusion approximations to Langevin's equation -- Large deviations of Markovian jump processes -- Noise-induced escape from an attractor -- Stochastic stability.
ISBN
  • 9781441916044 (acid-free paper)
  • 1441916040 (acid-free paper)
  • 9781441916051 (ebk.) (canceled/invalid)
  • 1441916059 (ebk.) (canceled/invalid)
LCCN
2009942425
OCLC
  • ocn456840120
  • 456840120
  • SCSB-5602163
Owning Institutions
Columbia University Libraries