Limit theorems for weighted sums and stochastic approximation processes

AUTOR(ES)

Lai, T. L.

RESUMO

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.

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