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Teoriya Veroyatnostei i ee Primeneniya, 1979, Volume 24, Issue 1, Pages 34–51
(Mi tvp950)
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This article is cited in 11 scientific papers (total in 11 papers)
A stochastic approximation procedure in the case of weakly dependent observations
A. N. Borodin Leningrad
Abstract:
The Robbins–Monro process is discussed. It is assumed that the observations, statistically dependent, satisfy Kolmogorov's mixing condition (1.7) or, for a special process $G$ (see condition (1.5)), Rosenblatt's mixing condition (1.6). The convergence of the Robbins–Monro process, its asymptotic normality and the convergence of moments are investigated.
Received: 26.07.1976
Citation:
A. N. Borodin, “A stochastic approximation procedure in the case of weakly dependent observations”, Teor. Veroyatnost. i Primenen., 24:1 (1979), 34–51; Theory Probab. Appl., 24:1 (1979), 34–52
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