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arxiv: 1012.0691 · v2 · pith:HU7LNCWGnew · submitted 2010-12-03 · 🧮 math.PR

Well-balanced Levy Driven Ornstein-Uhlenbeck Processes

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keywords lambdaornstein-uhlenbeckprocesswell-balanceddrivenformprocessesvolatility
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In this paper we introduce the well-balanced L\'{e}vy driven Ornstein-Uhlenbeck process as a moving average process of the form $X_t=\int \exp(-\lambda |t-u|)dL_u$. In contrast to L\'{e}vy driven Ornstein-Uhlenbeck processes the well-balanced form possesses continuous sample paths and an autocorrelation function which is decreasing not purely exponential but of the order $\lambda |u|\exp(-\lambda |u|)$. Furthermore, depending on the size of $\lambda$ it allows both for positive and negative correlation of increments. We indicate how the well-balanced Ornstein-Uhlenbeck process might be used as mean or volatility process in stochastic volatility models.

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