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Avtomatika i Telemekhanika, 1981, Issue 9, Pages 77–85 (Mi at5909)  
Adaptive Systems

On the empiric risk minimization method in identification problems

A. B. Tsybakov

Moscow
Full-text PDF (1460 kB)
Abstract: The paper is concerned with asymptotic properties of the method for minimization of empirical risk in identification problems. Consistency, asymptotic normalcy, and convergence conditions are established for moments of parameter estimates of some nonlinear models.

Received: 23.06.1980
Bibliographic databases:
Document Type: Article
UDC: 62-501.7
Language: Russian
Citation: A. B. Tsybakov, “On the empiric risk minimization method in identification problems”, Avtomat. i Telemekh., 1981, no. 9, 77–85; Autom. Remote Control, 42:9 (1981), 1196–1203
Citation in format AMSBIB
\Bibitem{Tsy81}
\by A.~B.~Tsybakov
\paper On the empiric risk minimization method in identification problems
\jour Avtomat. i Telemekh.
\yr 1981
\issue 9
\pages 77--85
\mathnet{http://mi.mathnet.ru/at5909}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=705505}
\zmath{https://zbmath.org/?q=an:0489.93064}
\transl
\jour Autom. Remote Control
\yr 1981
\vol 42
\issue 9
\pages 1196--1203
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