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Vestnik of Saint Petersburg University. Mathematics. Mechanics. Astronomy, 2023, Volume 10, Issue 1, Pages 47–60
DOI: https://doi.org/10.21638/spbu01.2023.105
(Mi vspua220)
 

This article is cited in 1 scientific paper (total in 1 paper)

MATHEMATICS

Remark on the precision of recurrent forecast in singular spectrum analysis

V. V. Nekrutkin

St Petersburg State University, 7-9, Universitetskaya nab., St Petersburg, 199034, Russian Federation
References:
Abstract: Within the family of methods named as Singular Spectrum Analysis there exist several variants of forecasting algorithms for signals corrupted by additive noise. In this paper the way to estimate the asymptotical accuracy of the recurrent variant of such a forecast for long series is shown and illustrated. It occurs that almost all elements of this construction are already studied and published, though some of them are hard to be implemented in concrete situations. Here all these elements are brought together, expanded and discussed. Several theoretical and computational examples are presented.
Keywords: signal processing, singular spectrum analysis, recurrent forecasting, asymptotical analysis.
Funding agency Grant number
Russian Foundation for Basic Research 20-01-00067
This work was supported by the Russian Foundation for Basic Research (project no. 20-01-00067).
Received: 18.07.2022
Revised: 29.08.2022
Accepted: 08.09.2022
English version:
Vestnik St. Petersburg University, Mathematics, 2023, Volume 56, Issue 1, Pages 35–45
DOI: https://doi.org/10.1134/S1063454123010090
Document Type: Article
UDC: 519.254+519.651+512.643.8
MSC: 65G99, 65F99, 65F45
Language: Russian
Citation: V. V. Nekrutkin, “Remark on the precision of recurrent forecast in singular spectrum analysis”, Vestnik of Saint Petersburg University. Mathematics. Mechanics. Astronomy, 10:1 (2023), 47–60; Vestn. St. Petersbg. Univ., Math., 56:1 (2023), 35–45
Citation in format AMSBIB
\Bibitem{Nek23}
\by V.~V.~Nekrutkin
\paper Remark on the precision of recurrent forecast in singular spectrum analysis
\jour Vestnik of Saint Petersburg University. Mathematics. Mechanics. Astronomy
\yr 2023
\vol 10
\issue 1
\pages 47--60
\mathnet{http://mi.mathnet.ru/vspua220}
\crossref{https://doi.org/10.21638/spbu01.2023.105}
\transl
\jour Vestn. St. Petersbg. Univ., Math.
\yr 2023
\vol 56
\issue 1
\pages 35--45
\crossref{https://doi.org/10.1134/S1063454123010090}
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  • https://www.mathnet.ru/eng/vspua/v10/i1/p47
  • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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    Vestnik of Saint Petersburg University. Mathematics. Mechanics. Astronomy
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