Lognormal scale invariant random measures
Abstract
In this article, we consider the continuous analog of the celebrated Mandelbrot star equation with lognormal weights. Mandelbrot introduced this equation to characterize the law of multiplicative cascades. We show existence and uniqueness of measures satisfying the aforementioned continuous equation; these measures fall under the scope of the Gaussian multiplicative chaos theory developed by J.P. Kahane in 1985 (or possibly extensions of this theory). As a by product, we also obtain an explicit characterization of the covariance structure of these measures. We also prove that qualitative properties such as long-range independence or isotropy can be read off the equation.
Keywords
Cite
@article{arxiv.1102.1895,
title = {Lognormal scale invariant random measures},
author = {Romain Allez and Rémi Rhodes and Vincent Vargas},
journal= {arXiv preprint arXiv:1102.1895},
year = {2013}
}
Comments
31 pages; Probability Theory and Related Fields (2012) electronic version