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Estimating Drift Parameters in a Sub-Fractional Vasicek-Type Process.

Anas D KhalafTareq SaeedReman Abu-ShanabWaleed AlmutiryMahmoud Abouagwa
Published in: Entropy (Basel, Switzerland) (2022)
This study deals with drift parameters estimation problems in the sub-fractional Vasicek process given by dxt=θ(μ-xt)dt+dStH, with θ>0, μ∈R being unknown and t≥0; here, SH represents a sub-fractional Brownian motion (sfBm). We introduce new estimators θ^ for θ and μ^ for μ based on discrete time observations and use techniques from Nordin-Peccati analysis. For the proposed estimators θ^ and μ^, strong consistency and the asymptotic normality were established by employing the properties of SH. Moreover, we provide numerical simulations for sfBm and related Vasicek-type process with different values of the Hurst index H .
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