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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 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

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

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 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 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 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 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 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

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 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 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 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 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

We propose solution of the problem of the mean square optimal estimation of linear functionals which depend on the unobserved values of a continuous time stochastic process with periodically correlated increments based on observations of…

统计理论 · 数学 2024-01-18 Maksym Luz , Mikhail 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 study stochastic sequences $\xi(k)$ with periodically stationary generalized multiple increments of fractional order which combines cyclostationary, multi-seasonal, integrated and fractionally integrated patterns. We solve the filtering…

统计理论 · 数学 2021-10-15 Maksym Luz , Mikhail 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 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
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