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Using recent results on the behavior of multiple Wiener-It\^o integrals basedon Stein's method, we prove Hsu-Robbins and Spitzer's theorems for sequences ofcorrelated random variables related to the increments of the fractionalBrownian motion.

Hsu-Robbins and Spitzer's theorems for the variations of fractional Brownian motion