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arxiv: 1408.4502 · v1 · pith:U5M6VERGnew · submitted 2014-08-20 · 🧮 math.PR

Correlation structure of time-changed fractional Brownian motion

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keywords brownianfractionalmotiontime-changedcorrelationstructureapplicationscalled
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Fractional Brownian motion (fBm) is a centered self-similar Gaussian process with stationary increments, which depends on a parameter $H \in (0, 1)$ called the Hurst index. The use of time-changed processes in modeling often requires the knowledge of their second order properties such as covariance function. This paper provides the explicit expression for the correlation structure for time-changed fractional Brownian motion. Several examples useful in applications are discussed.

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