Limit theorems for weighted sums and stochastic approximation processes.
By establishing certain limit theorems for martingale transforms and weighted sums, a Marcinkiewicz-Zygmund strong law together with weak and strong invariance principles is developed for stochastic approximation processes, under minimal conditions on the errors.
Department of Mathematical Statistics, Columbia University, New York, New York 10027.
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Robbins