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Excursions of Markov Processes

  • Textbook
  • © 1992

Overview

Part of the book series: Probability and Its Applications (PA)

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Table of contents (7 chapters)

Keywords

About this book

Let {Xti t ~ O} be a Markov process in Rl, and break up the path X t into (random) component pieces consisting of the zero set ({ tlX = O}) and t the "excursions away from 0," that is pieces of path X. : T ::5 s ::5 t, with Xr- = X = 0, but X. 1= 0 for T < s < t. When one measures the time in t the zero set appropriately (in terms of the local time) the excursions acquire a measure theoretic structure practically identical to that of processes with stationary independent increments, except the values of the process are paths rather than real numbers. And there is a measure on path space that helps describe the measure theoretic properties of the excursions in the same way that the Levy measure describes the jumps of a process with independent increments. The entire circle of ideas is called excursion theory. There are many attractive things about the subject: it is an area where one can use to advantage general probabilistic potential theory to make quite specific calculations, it provides a natural setting for apply­ ing esoteric things like David Williams' path decomposition, it provides a method for constructing processes whose description in terms of an in­ finitesimal generator or some such analytic object would be complicated. And the ideas seem to be closely related to a good deal of current research in probability.

Authors and Affiliations

  • Department of Mathematics, University of Washington, Seattle, USA

    Robert M. Blumenthal

Bibliographic Information

  • Book Title: Excursions of Markov Processes

  • Authors: Robert M. Blumenthal

  • Series Title: Probability and Its Applications

  • DOI: https://doi.org/10.1007/978-1-4684-9412-9

  • Publisher: Birkhäuser Boston, MA

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer Science+Business Media New York 1992

  • Softcover ISBN: 978-1-4684-9414-3Published: 02 June 2012

  • eBook ISBN: 978-1-4684-9412-9Published: 06 December 2012

  • Series ISSN: 2297-0371

  • Series E-ISSN: 2297-0398

  • Edition Number: 1

  • Number of Pages: XII, 276

  • Topics: Probability Theory and Stochastic Processes

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