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Hurst exponent estimation of Fractional Lévy Motion
Journal article   Open access   Peer reviewed

Hurst exponent estimation of Fractional Lévy Motion

Céline Lacaux and Jean-Michel Loubes
ALEA : Latin American Journal of Probability and Mathematical Statistics, Vol.3, pp.143-164
2007

Abstract

Asymptotic Statistics Fractional motion Wavelet Bases MSC-2000: 60G17 62G05
In this paper, we build an estimator of the Hurst exponent of a fractional Lévy motion based on its wavelet coefficients. The stochastic process is observed with random noise errors in the following framework: continuous time and discrete observation times. In both cases, we prove consistency of our wavelet type estimator. Moreover we perform some simulations in order to study numerically the asymptotic behaviour of this estimate.
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