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Lectures on Probability Theory and Statistics

Lectures on Probability Theory and Statistics Ecole d'Eté de Probabilités de Saint-Flour XXXII - 2002

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

Lectures on Probability Theory and Statistics

Ecole d'Eté de Probabilités de Saint-Flour XXXII - 2002

Boris Tsirelson | Jean Picard | Wendelin Werner

Mathematics / Probability & Statistics / General

This is yet another indispensable volume for all probabilists and collectors of the Saint-Flour series, and is also of great interest for mathematical physicists. It contains two of the three lecture courses given at the 32nd Probability Summer School in Saint-Flour (July 7-24, 2002). Tsirelson's lectures introduce the notion of nonclassical noise produced by very nonlinear functions of many independent random variables, for instance singular stochastic flows or oriented percolation. Werner's contribution gives a survey of results on conformal invariance, scaling limits and properties of some two-dimensional random curves. It provides a definition and properties of the Schramm-Loewner evolutions, computations (probabilities, critical exponents), the relation with critical exponents of planar Brownian motions, planar self-avoiding walks, critical percolation, loop-erased random walks and uniform spanning trees.


Publication Date: 21 April 2004
Publisher: Springer Berlin Heidelberg
Imprint: Springer
ISBN-13: 9783540213161
Format: Paperback / softback
Page Count: 200

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