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Limit theorems in financial market models

Authors :
Koji Kuroda
Joshin Murai
Source :
Physica A: Statistical Mechanics and its Applications. 383:28-34
Publication Year :
2007
Publisher :
Elsevier BV, 2007.

Abstract

Invariance principle states that a scaled simple random walk converges to the standard Brownian motion. In this article, we present a discrete time stochastic process, which reflects a microstructure of market dynamics, and prove a convergence to a scaling limit process with a drift term and a jump term. These terms are derived from a macroscopic condition on volumes traded in some time intervals. The mathematical tools for obtaining our results are Dobrushin–Hryniv theory and the method of cluster expansion developed in mathematical studies of statistical mechanics.

Details

ISSN :
03784371
Volume :
383
Database :
OpenAIRE
Journal :
Physica A: Statistical Mechanics and its Applications
Accession number :
edsair.doi...........1ae5e8447da5daf9b55d9cda33f649e9