On local path behavior of Surgailis multifractional processes - Archive ouverte HAL
Article Dans Une Revue Theory of Probability and Mathematical Statistics Année : 2022

On local path behavior of Surgailis multifractional processes

Antoine Ayache
Florent Bouly
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Résumé

Multifractional processes are stochastic processes with non-stationary increments whose local regularity and self-similarity properties change from point to point. The paradigmatic example of them is the classical Multifractional Brownian Motions (MBM) {M(t)} t∈R of Benassi, Jaffard, Lévy Véhel, Peltier and Roux, which was constructed in the mid 90's just by replacing the constant Hurst parameter H of the well-known Fractional Brownian Motion by a deterministic function H(t) having some smoothness. More then 10 years later, using a different construction method, which basically relies on nonhomogeneous fractional integration and differentiation operators, Surgailis introduced two non-classical Gaussian multifactional processes denoted by {X(t)} t∈R and {Y (t)} t∈R. In our article, under a rather weak condition on the functional parameter H(•), we show that {M(t)} t∈R and {X(t)} t∈R as well as {M(t)} t∈R and {Y (t)} t∈R only differ by a part which is locally more regular than {M(t)} t∈R itself. Thus it turns out that the two non-classical multifractional processes {X(t)} t∈R and {Y (t)} t∈R have exactly the same local path behavior as that of the classical MBM {M(t)} t∈R .
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Dates et versions

hal-03311539 , version 1 (01-08-2021)

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  • HAL Id : hal-03311539 , version 1

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Antoine Ayache, Florent Bouly. On local path behavior of Surgailis multifractional processes. Theory of Probability and Mathematical Statistics, 2022. ⟨hal-03311539⟩
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