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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

The problem of optimal estimation of functionals $A\xi =\sum\nolimits_{k=0}^{\infty }{}a(k)\xi (k)$ and ${{A}_{N}}\xi =\sum\nolimits_{k=0}^{N}{}a(k)\xi (k)$ which depend on the unknown values of stochastic sequence $\xi (k)$ with stationary…

统计理论 · 数学 2025-10-21 Maksym Luz , Mykhailo 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

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 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

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 the linear functionals which depend on the unknown values of a periodically correlated stochastic sequence ${\zeta}(j)$ from observations of the sequence ${\zeta}(j)+{\theta}(j)$ at points…

统计理论 · 数学 2021-10-14 Iryna Golichenko , Oleksandr Masyutka , Mikhail 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

The problem of the mean-square optimal linear estimation of the functional $A\xi=\ \int\limits_{R^s}a(t)\xi(-t)dt,$ which depends on the unknown values of stochastic stationary process $\xi(t)$ from observations of the process…

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

The problem of the mean-square optimal linear estimation of the functional $A\xi=\ \int\limits_{R^s}a(t)\xi(-t)dt,$ which depends on the unknown values of stochastic stationary process $\xi(t)$ from observations of the process…

统计理论 · 数学 2025-10-21 Mykhailo Moklyachuk , Maria Sidei

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 the mean-square optimal linear estimation of functionals which depend on the unknown values of a stationary stochastic sequence from observations of the sequence with noise is considered. In the case of spectral certainty,…

统计理论 · 数学 2024-06-25 Maksym Luz , Mikhail Moklyachuk

We consider the problem of optimal linear estimation of the functional $$A_N \vec{\xi} =\sum_{j = 0}^{N} (\vec{a}(j))^{\top} \vec{\xi}(j)$$ that depends on the unknown values $\vec{\xi}(j),j=0,1,\dots,N,$ of a vector-valued harmonizable…

统计理论 · 数学 2025-02-25 Mikhail Moklyachuk

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

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

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

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 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

We consider stochastic sequences with periodically stationary generalized multiple increments of fractional order which combines cyclostationary, multi-seasonal, integrated and fractionally integrated patterns. We solve the interpolation…

统计理论 · 数学 2025-11-11 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
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