Generalized fractional Lévy processes with fractional Brownian motion limit and applications to stochastic volatility models

نویسندگان

  • Claudia Klüppelberg
  • Muneya Matsui
چکیده

Fractional Lévy processes generalize fractional Brownian motion in a natural way. We go a step further and extend the usual fractional Riemann-Liouville kernels to the more general class of regularly varying functions with the corresponding fractional integration parameter. The resulting stochastic processes are called generalized fractional Lévy processes (GFLP). Moreover, we define stochastic integrals with respect to such GFLPs in the L2 sense and investigate their properties, in particular, their second order structure. We prove a functional central limit theorem for stochastic integrals driven by a GFLP. As a specific example we present our result for Ornstein-Uhlenbeck processes driven by a time scaled GFLP. This approximation applies to a wide class of stochastic volatility models. AMS 2000 Subject Classifications: primary: 60G22, 60G51, 60F17 secondary: 91B24, 91B28, 62P20

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تاریخ انتشار 2010