More stylized facts of financial markets: leverage effect and downside correlations

Citation
Jp. Bouchaud et M. Potters, More stylized facts of financial markets: leverage effect and downside correlations, PHYSICA A, 299(1-2), 2001, pp. 60-70
Citations number
29
Categorie Soggetti
Physics
Journal title
PHYSICA A
ISSN journal
03784371 → ACNP
Volume
299
Issue
1-2
Year of publication
2001
Pages
60 - 70
Database
ISI
SICI code
0378-4371(20011001)299:1-2<60:MSFOFM>2.0.ZU;2-3
Abstract
We discuss two more universal features of stock markets: the so-called leve rage effect (a negative correlation between past returns and future volatil ity), and the increased downside correlations. For individual stocks, the l everage correlation can be rationalized in terms of a new 'retarded' model which interpolates between a purely additive and a purely multiplicative st ochastic process. For stock indices a specific market panic phenomenon seem s to be necessary to account for the observed amplitude of the effect. As f or the increase of correlations in highly volatile periods, we investigate how much of this effect can be explained within a simple non-Gaussian one-f actor description with time independent correlations, In particular, this o ne-factor model can explain the level and asymmetry of empirical exceedance correlations, which reflects the fat-tailed and negatively skewed distribu tion of market returns. (C) 2001 Elsevier Science B.V. All rights reserved.