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Estimating Drift Parameters in a Sub-Fractional Vasicek-Type Process
Authors:Anas D Khalaf  Tareq Saeed  Reman Abu-Shanab  Waleed Almutiry  Mahmoud Abouagwa
Abstract:This study deals with drift parameters estimation problems in the sub-fractional Vasicek process given by dxt=θ(μxt)dt+dStH, with θ>0, μR being unknown and t0; 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.
Keywords:parameter estimation  Vasicek-type model  strong consistency  central limit theorem  Berry–  Esseen
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