TY - JOUR
T1 - ON THE GENERALIZED MIXED FRACTIONAL BROWNIAN MOTION TIME CHANGED BY INVERSE α-STABLE SUBORDINATOR
AU - Mliki, Ezzedine
AU - Alwohaibi, Maram
N1 - Publisher Copyright:
© 2023, MUK Publications and Distribution. All rights reserved.
PY - 2023/12
Y1 - 2023/12
N2 - Time-changed stochastic processes have attracted much attention and wide interest due to their extensive applications, especially in financial time series, biology and physics. This paper pays attention to a fractional stochastic process, defined by taking linear combinations of a finite number of independent fractional Brownian motions with different Hurst indices called the generalized mixed fractional Brownian motion, which is a Gaussian process with stationary increments exhibit long range dependence property controlled by the Hurst indices. We prove that under some condition on the Hurst indices the generalized mixed fractional Brownian motion time changed by inverse α-stable subordinator is of a long-range dependence property. As application we deduce that the mixed fractional Brownian motion of Hurst index H has long range dependence property for all H > (Formula presented).
AB - Time-changed stochastic processes have attracted much attention and wide interest due to their extensive applications, especially in financial time series, biology and physics. This paper pays attention to a fractional stochastic process, defined by taking linear combinations of a finite number of independent fractional Brownian motions with different Hurst indices called the generalized mixed fractional Brownian motion, which is a Gaussian process with stationary increments exhibit long range dependence property controlled by the Hurst indices. We prove that under some condition on the Hurst indices the generalized mixed fractional Brownian motion time changed by inverse α-stable subordinator is of a long-range dependence property. As application we deduce that the mixed fractional Brownian motion of Hurst index H has long range dependence property for all H > (Formula presented).
KW - Fractional Braownian motion, Generalized mixed fractional Brownian motion
KW - Inverse α-stable subordinator
KW - Long-range dependence
UR - https://www.scopus.com/pages/publications/85169463210
M3 - Article
AN - SCOPUS:85169463210
SN - 2248-9444
VL - 10
SP - 49
EP - 60
JO - Global and Stochastic Analysis
JF - Global and Stochastic Analysis
IS - 2
ER -