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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.
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| Main Authors: | , |
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| Format: | Artigo |
| Language: | Inglês |
| Published: |
1978
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC411409/ https://ncbi.nlm.nih.gov/pubmed/16592509 |
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