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JOURNALS // Teoriya Veroyatnostei i ee Primeneniya // Archive

Teor. Veroyatnost. i Primenen., 2018 Volume 63, Issue 3, Pages 500–519 (Mi tvp5178)

This article is cited in 11 papers

Statistical analysis of the mixed fractional Ornstein–Uhlenbeck process

P. Chiganskya, M. Kleptsynab

a Department of Statistics, The Hebrew University, Mount Scopus, Jerusalem, Israel
b Laboratoire Manceau de Mathématiques, Faculté des Sciences et Techniques, Université du Maine, France

Abstract: 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.

Received: 20.09.2016
Revised: 29.10.2017
Accepted: 23.12.2017

Language: English

DOI: 10.4213/tvp5178


 English version:
Theory of Probability and its Applications, 2019, 63:3, 408–425

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