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arxiv: 1009.2696 · v1 · pith:B7G6JKHZnew · submitted 2010-09-14 · 💱 q-fin.ST · cond-mat.stat-mech

A contribution to the systematics of stochastic volatility models

classification 💱 q-fin.ST cond-mat.stat-mech
keywords modelsvolatilitydecaydistributionreturnstochasticalgebraicassume
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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.

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