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

This study deals with drift parameters estimation problems in the sub-fractional Vasicek process given by [Formula: see text] , with [Formula: see text] , [Formula: see text] being unknown and [Formula: see text]; here, [Formula: see text] represents a sub-fractional Brownian motion (sfBm). We intro...

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Autores principales: Khalaf, Anas D., Saeed, Tareq, Abu-Shanab, Reman, Almutiry, Waleed, Abouagwa, Mahmoud
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9142111/
https://www.ncbi.nlm.nih.gov/pubmed/35626479
http://dx.doi.org/10.3390/e24050594
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author Khalaf, Anas D.
Saeed, Tareq
Abu-Shanab, Reman
Almutiry, Waleed
Abouagwa, Mahmoud
author_facet Khalaf, Anas D.
Saeed, Tareq
Abu-Shanab, Reman
Almutiry, Waleed
Abouagwa, Mahmoud
author_sort Khalaf, Anas D.
collection PubMed
description This study deals with drift parameters estimation problems in the sub-fractional Vasicek process given by [Formula: see text] , with [Formula: see text] , [Formula: see text] being unknown and [Formula: see text]; here, [Formula: see text] represents a sub-fractional Brownian motion (sfBm). We introduce new estimators [Formula: see text] for [Formula: see text] and [Formula: see text] for [Formula: see text] based on discrete time observations and use techniques from Nordin–Peccati analysis. For the proposed estimators [Formula: see text] and [Formula: see text] , strong consistency and the asymptotic normality were established by employing the properties of [Formula: see text]. Moreover, we provide numerical simulations for sfBm and related Vasicek-type process with different values of the Hurst index H.
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spelling pubmed-91421112022-05-28 Estimating Drift Parameters in a Sub-Fractional Vasicek-Type Process Khalaf, Anas D. Saeed, Tareq Abu-Shanab, Reman Almutiry, Waleed Abouagwa, Mahmoud Entropy (Basel) Review This study deals with drift parameters estimation problems in the sub-fractional Vasicek process given by [Formula: see text] , with [Formula: see text] , [Formula: see text] being unknown and [Formula: see text]; here, [Formula: see text] represents a sub-fractional Brownian motion (sfBm). We introduce new estimators [Formula: see text] for [Formula: see text] and [Formula: see text] for [Formula: see text] based on discrete time observations and use techniques from Nordin–Peccati analysis. For the proposed estimators [Formula: see text] and [Formula: see text] , strong consistency and the asymptotic normality were established by employing the properties of [Formula: see text]. Moreover, we provide numerical simulations for sfBm and related Vasicek-type process with different values of the Hurst index H. MDPI 2022-04-24 /pmc/articles/PMC9142111/ /pubmed/35626479 http://dx.doi.org/10.3390/e24050594 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Khalaf, Anas D.
Saeed, Tareq
Abu-Shanab, Reman
Almutiry, Waleed
Abouagwa, Mahmoud
Estimating Drift Parameters in a Sub-Fractional Vasicek-Type Process
title Estimating Drift Parameters in a Sub-Fractional Vasicek-Type Process
title_full Estimating Drift Parameters in a Sub-Fractional Vasicek-Type Process
title_fullStr Estimating Drift Parameters in a Sub-Fractional Vasicek-Type Process
title_full_unstemmed Estimating Drift Parameters in a Sub-Fractional Vasicek-Type Process
title_short Estimating Drift Parameters in a Sub-Fractional Vasicek-Type Process
title_sort estimating drift parameters in a sub-fractional vasicek-type process
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9142111/
https://www.ncbi.nlm.nih.gov/pubmed/35626479
http://dx.doi.org/10.3390/e24050594
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