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20022025
most citedMixed Gaussian processes: A filtering approach

44 citations · 177 across the 32 of their papers we have counts for

collaborators

32 papers

math.PR2025

How smooth is the drift of the mixed fractional Brownian motion?

Pavel Chigansky, Marina Kleptsyna

The mixed fractional Brownian motion - the sum of independent fractional and standard Brownian motions - is known to be a semimartingale if the Hurst exponent of its fractional…

math.ST2025

Asymptotic analysis of the finite predictor for fractional Gaussian noise

P. Chigansky, M. Kleptsyna

This paper proposes a new approach to the asymptotic analysis of the finite predictor for stationary sequences. Our method yields the exact asymptotics of both the relative predict…

math.PR2024

Asymptotic analysis in problems with fractional processes

P. Chigansky, M. Kleptsyna

Some problems in the theory and applications of stochastic processes can be reduced to solving integral equations. While explicit solutions for these equations are often elusive, v…

math.ST2022★ 4 cited

Estimation of the Hurst parameter from continuous noisy data

P. Chigansky, M. Kleptsyna

This paper addresses the problem of estimating the Hurst exponent of the fractional Brownian motion from continuous time noisy sample. Consistent estimation in the setup under cons…

math.ST2022

Asymptotic accuracy in estimation of a fractional signal in a small white noise

M. Kleptsyna, D. Marushkevych, P. Chigansky

This paper revisits the problem of estimating the fractional Ornstein - Uhlenbeck process observed in a linear channel with white noise of small intensity. We drive the exact asymp…

math.PR2019★ 4 cited

Sharp asymptotics in a fractional Sturm-Liouville problem

P. Chigansky, M. Kleptsyna

The current research of fractional Sturm-Liouville boundary value problems focuses on the qualitative theory and numerical methods, and much progress has been recently achieved in…