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Stochastics
An International Journal of Probability and Stochastic Processes
Volume 82, 2010 - Issue 2
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Original Articles

The Robbins-Monro type stochastic differential equations. III. Polyak's averaging

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Pages 165-188 | Received 03 Aug 2008, Accepted 09 Jun 2009, Published online: 21 Apr 2010
 

Abstract

General results concerning the asymptotic behaviour of the Polyak averaging of the solution of the Robbins-Monro type stochastic differential equation are presented. It is shown that the suitable normalized process admits an asymptotic expansion which enables one to obtain its asymptotic distribution from a central limit theorem for martingales.

AMS Subject Classification::

Acknowledgement

We express our thanks to anonymous referees for careful reading and useful suggestions.

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