A moment approach for the almost sure central limit theorem for martingales
Résumé
We prove the almost sure central limit theorem for martingales via an original approach which uses the Carleman moment theorem together with the convergence of moments for powers of martingales. Several statistical applications on autoregressive and branching processes are also provided.
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