
Markov Paths, Loops and Fields
École d'Été de Probabilités de Saint-Flour XXXVIII - 2008
Yves Le Jan(Author)
Springer (Publisher)
1st Edition
Published on 6. July 2011
Book
Paperback/Softback
VIII, 124 pages
978-3-642-21215-4 (ISBN)
Description
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.
More details
Series
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
9 s/w Abbildungen
VIII, 124 p. 9 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 8 mm
Weight
219 gr
ISBN-13
978-3-642-21215-4 (9783642212154)
DOI
10.1007/978-3-642-21216-1
Schweitzer Classification
Other editions
Additional editions

E-Book
07/2011
Springer
€35.30
Available for download
Content
1 Symmetric Markov processes on finite spaces.- 2 Loop measures.- 3 Geodesic loops.- 4 Poisson process of loops.- 5 The Gaussian free field.- 6 Energy variation and representations.- 7 Decompositions.- 8 Loop erasure and spanning trees.- 9 Reflection positivity.- 10 The case of general symmetric Markov processes.