Markov Paths, Loops and Fields

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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 exampl...
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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 exampl...
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  • Formats: pdf
  • ISBN: 9783642212161
  • Publication Date: 6 Jul 2011
  • Publisher: Springer Berlin Heidelberg
  • Product language: English
  • Drm Setting: DRM