Statistical analysis of the mixed fractional Ornstein--Uhlenbeck process
Teoriâ veroâtnostej i ee primeneniâ, Tome 63 (2018) no. 3, pp. 500-519
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This paper addresses the problem of estimating the drift parameter of the Ornstein–Uhlenbeck-type
process driven by the sum of independent standard and fractional Brownian motions.
With the help of some recent results on the canonical representation and spectral structure of mixed processes,
the maximum likelihood estimator is shown to be consistent and asymptotically normal in the large-sample limit.
Keywords:
maximum likelihood estimator, Ornstein–Uhlenbeck process, fractional Brownian motion, singularly perturbed integral equation,
weakly singular integral operator.
@article{TVP_2018_63_3_a5,
author = {P. Chigansky and M. Kleptsyna},
title = {Statistical analysis of the mixed fractional {Ornstein--Uhlenbeck} process},
journal = {Teori\^a vero\^atnostej i ee primeneni\^a},
pages = {500--519},
publisher = {mathdoc},
volume = {63},
number = {3},
year = {2018},
language = {en},
url = {http://geodesic.mathdoc.fr/item/TVP_2018_63_3_a5/}
}
TY - JOUR AU - P. Chigansky AU - M. Kleptsyna TI - Statistical analysis of the mixed fractional Ornstein--Uhlenbeck process JO - Teoriâ veroâtnostej i ee primeneniâ PY - 2018 SP - 500 EP - 519 VL - 63 IS - 3 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/TVP_2018_63_3_a5/ LA - en ID - TVP_2018_63_3_a5 ER -
P. Chigansky; M. Kleptsyna. Statistical analysis of the mixed fractional Ornstein--Uhlenbeck process. Teoriâ veroâtnostej i ee primeneniâ, Tome 63 (2018) no. 3, pp. 500-519. http://geodesic.mathdoc.fr/item/TVP_2018_63_3_a5/