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Markov Paths, Loops and Fields

Markov Paths, Loops and Fields École d'Été de Probabilités de Saint-Flour XXXVIII – 2008

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Lecture Notes in Mathematics École d'Été de Probabilités de Saint-Flour

Markov Paths, Loops and Fields

École d'Été de Probabilités de Saint-Flour XXXVIII – 2008

Yves Le Jan

Mathematics / Probability & Statistics / General

The purpose of these notes is to explore some simple relations between Markovian path and loop measures, the Poissonian ensembles of loops they determine, their occupation fields, uniform spanning trees, determinants, and Gaussian Markov fields such as the fre field. These relations are first studied in complete generality for the finite discrete setting, then partly generalized to specific examples in infinite and continuous spaces.

Publication Date: 06 July 2011
Publisher: Springer Berlin Heidelberg
Imprint: Springer
ISBN-13: 9783642212154
Format: Paperback / softback
Page Count: 124

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