Crossover to Gaussian behavior in herding market models

Citation
L. Kullmann et J. Kertesz, Crossover to Gaussian behavior in herding market models, INT J MOD C, 12(8), 2001, pp. 1211-1215
Citations number
11
Categorie Soggetti
Physics
Journal title
INTERNATIONAL JOURNAL OF MODERN PHYSICS C
ISSN journal
01291831 → ACNP
Volume
12
Issue
8
Year of publication
2001
Pages
1211 - 1215
Database
ISI
SICI code
0129-1831(200110)12:8<1211:CTGBIH>2.0.ZU;2-8
Abstract
We have analyzed possible mechanisms of the crossover to the Gaussian distr ibution of the logarithmic returns in the Cont-Bouchaud herding model of th e stock market. Either the underlying cluster distribution is not in the Le vy attraction regime, or a cut-off effect is responsible for the crossover. The cut-off can be due to the finite size of the system, where clusters ar e created. If such finite size effects are responsible for the crossover, a delicate interplay between the size dependence of the deviation from the G aussian and of the number of values to be summed up in one step may result in a size-independent crossover value of the activity. It is shown that thi s is the case for percolation clusters in spatial dimensions from 2 to 6. A further origin of the cut-off can be the limited number of clusters taken into account.