Задача інтерполяції для періодично корельованого процесу із пропущеними значеннями

The problem of the 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 with missing observations is considered. Formulas for calculating the mean square error and the spectral characteristic of the optimal linear estimate of the functional are proposed in the case where spectral densities are exactly known. Formulas that determine the least favorable spectral densities and the minimax spectral characteristics are proposed in the case of spectral uncertainty, where the spectral densities are not exactly known while some classes of admissible spectral densities are specified.

Publication Details

Journal
Scientific periodicals of Ukraine
Published
2025-10-28
Primary Topic
Stochastic processes and financial applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Задача інтерполяції для періодично корельованого процесу із пропущеними значеннями

Scientific periodicals of Ukraine
Stochastic processes and financial applications
article

Задача інтерполяції для періодично корельованого процесу із пропущеними значеннями

article en

Abstract

The problem of the 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 with missing observations is considered. Formulas for calculating the mean square error and the spectral characteristic of the optimal linear estimate of the functional are proposed in the case where spectral densities are exactly known. Formulas that determine the least favorable spectral densities and the minimax spectral characteristics are proposed in the case of spectral uncertainty, where the spectral densities are not exactly known while some classes of admissible spectral densities are specified.

Scientific periodicals of Ukraine
Openalex Percentile: Top 31%
Stochastic processes and financial applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Задача інтерполяції для періодично корельованого процесу із пропущеними значеннями · Scientific periodicals of Ukraine (2025) | TGRS Research Map | TGRS