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Statistical Physics Approach to High-Frequency Finance

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Abstract Book of the XXIII IUPAP International Conference on Statistical Physics, Genova, Italy, (9-13 July 2007)

Abstract

Based on the continuous-time random walk (CTRW) model for high-frequency financial data, we present some recent results on the following issues: itemize We analyze the structure of waiting times between consecutive trades and fit them with Tsallis' $q$-exponentials and Weibull functions. Moreover, we discuss the activity spectrum based on a well-known inverse problem. We define stochastic integrals on CTRWs and we study the (non-Markovian) case of non-exponentially distributed waiting times. We price options written on CTRWs using Martingale methods. itemize

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