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A contribution to the systematics of stochastic volatility models

Statistical Finance 2010-09-15 v1 Statistical Mechanics

Abstract

We compare systematically several classes of stochastic volatility models of stock market fluctuations. We show that the long-time return distribution is either Gaussian or develops a power-law tail, while the short-time return distribution has generically a stretched-exponential form, but can assume also an algebraic decay, in the family of models which we call ``GARCH''-type. The intermediate regime is found in the exponential Ornstein-Uhlenbeck process. We calculate also the decay of the autocorrelation function of volatility.

Keywords

Cite

@article{arxiv.1009.2696,
  title  = {A contribution to the systematics of stochastic volatility models},
  author = {Frantisek Slanina},
  journal= {arXiv preprint arXiv:1009.2696},
  year   = {2010}
}

Comments

15 pages, no figures