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The problem of mean square optimal estimation of linear functionals which depend on the unobserved values of a periodically correlated stochastic sequence is considered. The estimates are based on observations of the sequence with a noise.…

统计理论 · 数学 2020-02-12 Iryna Golichenko , Mikhail Moklyachuk

We consider the problem of optimal linear estimation of the functional $A \xi~=~\sum_{j = 0}^{\infty} a_j \xi_j$ that depends on the unknown values $\xi_j,j=0,1,\dots, $ of a random sequence $\{\xi_j,j\in\mathbb Z\}$ from observations of…

概率论 · 数学 2024-01-30 Mikhail Moklyachuk , Vitalii Ostapenko

The problem of optimal linear estimation of functionals depending on the unknown values of a spatial temporal isotropic random field $\zeta(j,x)$, which is periodically correlated with respect to discrete time argument $j\in\mathrm Z$ and…

统计理论 · 数学 2025-10-28 Iryna Golichenko , Oleksandr Masyutka , Mykhailo Moklyachuk

The problem of optimal linear estimation of linear functionals depending on the unknown values of a periodically correlated stochastic process from observations of the process with additive noise is considered. Formulas for calculating the…

统计理论 · 数学 2025-10-29 Iryna Dubovets'ka , Mykhailo Moklyachuk

The problem of optimal linear estimation of functionals depending on the unknown values of a random field $\zeta(t,x)$, which is mean-square continuous periodically correlated with respect to time argument $t\in\mathbb R$ and isotropic on…

统计理论 · 数学 2025-11-05 Iryna Golichenko , Oleksandr Masyutka , Mykhailo Moklyachuk

The aim of this article is to overview the problem of mean square optimal estimation of linear functionals which depend on unknown values of periodically correlated stochastic process. Estimates are based on observations of this process and…

统计理论 · 数学 2025-11-24 Iryna Dubovets'ka , Mykhailo Moklyachuk

This paper focuses on the problem of the mean square optimal estimation of linear functionals which depend on the unknown values of a multidimensional stationary stochastic sequence. Estimates are based on observations of the sequence with…

统计理论 · 数学 2025-11-11 Oleksandr Masyutka , Mikhail Moklyachuk , Maria Sidei

The problem of optimal estimation of linear functional ${{A}_{N}}\xi =\sum\limits_{k=0}^{N}{a(k)\xi (k)}\,$ depending on the unknown values of a stochastic sequence $\xi (m)$ with stationary $n$-th increments from observations of the…

统计理论 · 数学 2025-10-28 Maksym Luz , Mykhailo Moklyachuk

We introduce stochastic sequences $\zeta(k)$ with periodically stationary generalized multiple increments of fractional order which combines cyclostationary, multi-seasonal, integrated and fractionally integrated patterns. We solve the…

统计理论 · 数学 2020-07-24 Maksym Luz , Mikhail Moklyachuk

We deal with the problem of optimal estimation of the linear functionals constructed from the missed values of a continuous time stochastic process $\xi(t)$ with periodically stationary increments at points $t\in[0;(N+1)T]$ based on…

统计理论 · 数学 2023-07-07 Maksym Luz , Mikhail Moklyachuk

The problem of optimal linear estimation of functionals depending on the unknown values of a random field $\zeta(t,x)$, which is mean-square continuous periodically correlated with respect to time argument $t\in\mathbb R$ and isotropic on…

统计理论 · 数学 2024-02-13 Iryna Golichenko , Oleksandr Masyutka , Mikhail Moklyachuk

The problem of optimal estimation of linear functionals constructed from the unobserved values of a stochastic sequence with periodically stationary increments based on observations of the sequence with stationary noise is considered. For…

统计理论 · 数学 2021-10-18 Maksym Luz , Mikhail Moklyachuk

The problem of optimal linear estimation of a linear functional depending on the unknown values of periodically correlated stochastic process from observations of the process with additive noise is considered. Formulas for calculating the…

统计理论 · 数学 2025-11-20 Iryna Dubovets'ka , Mykhailo Moklyachuk

We consider the problem of optimal estimation of the linear functional $A_N{\xi}=\sum_{k=0}^Na(k)\xi(k)$ depending on the unknown values of a stochastic sequence $\xi(m)$ with stationary increments from observations of the sequence…

概率论 · 数学 2016-04-07 Maksym Luz , Mikhail Moklyachuk

The problem of optimal estimation of linear functionals constructed from unobserved values of stochastic sequence with periodically stationary increments based on observations of the sequence with a periodically stationary noise is…

统计理论 · 数学 2025-11-10 Maksym Luz , Mykhailo Moklyachuk

The problem of the mean-square optimal estimation of the linear functionals which depend on the unknown values of a stochastic stationary sequence from observations of the sequence in special sets of points is considered. Formulas for…

统计理论 · 数学 2021-10-19 Oleksandr Masyutka , Mikhail Moklyachuk

This survey provides an overview of optimal estimation of linear functionals which depend on the unknown values of a stationary stochastic sequence. Based on observations of the sequence without noise as well as observations of the sequence…

统计理论 · 数学 2024-06-27 Mikhail Moklyachuk

We deal with the problem of optimal estimation of the linear functionals constructed from unobserved values of a continuous time stochastic process with periodically correlated increments based on past observations of this process. To solve…

统计理论 · 数学 2023-04-25 Maksym Luz , Mikhail Moklyachuk

The problem of the mean-square optimal linear estimation of linear functionals which depend on the unknown values of a multidimensional continuous time stationary stochastic process is considered. Estimates are based on observations of the…

统计理论 · 数学 2025-11-11 Oleksandr Masyutka , Mikhail Moklyachuk , Maria Sidei

The problem of mean-square optimal linear estimation of linear functionals which depend on the unknown values of a multidimensional stationary stochastic sequence from observations of the sequence with a noise and missing observations is…

统计理论 · 数学 2024-02-13 Oleksandr Masyutka , Mikhail Moklyachuk , Maria Sidei
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