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Russian Mathematical Surveys
Article . 1999 . Peer-reviewed
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The approximate factorization of positive-definite matrix functions

Authors: L N Epremidze; G A Janashia; E T Lagvilava;

The approximate factorization of positive-definite matrix functions

Abstract

It is well known that the prediction problem for a stationary process can be reduced to that of factorizing a positive-definite matrix function \(S(t)\) as \(S(t)= \chi^+(t)\cdot(\chi^+(t))^*\), \(|t|= 1\), where \(\chi^+\) is an outer analytic matrix function with entries of Hardy class \(H_2\) and \(^*\) denotes the Hermitian conjugate. It is asserted that given positive-definite matrix functions \((S_n)_{n\geq 1}\) and \(S\) such that the logarithms of their determinants are integrable over \(\{t:|t|=1\}\) and \(\|S_n- S\|_{L^1([0, 2\pi))}\to 0\) as \(n\to \infty\) (by which componentwise convergence is meant), we have \(\|\chi^+_n- \chi^+\|_{H_2}\to 0\) if and only if \(\log\det S_n@>\text{weakly}>>\log\det S\), where by weak convergence of a sequence in \(L^1([0, 2\pi))\) there is meant weak convergence of the corresponding sequence of functionals on \(C([0, 2\pi))\). The authors give just hints for a proof.

Keywords

Hermitian conjugate, Factorization theory (including Wiener-Hopf and spectral factorizations) of linear operators, entries of Hardy class, Gaussian processes, weak convergence, Prediction theory (aspects of stochastic processes), outer analytic matrix function

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
6
Average
Average
Average
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