In this paper we establish a variety or results in ergodic theory byusing techniques from probability and analysis. We discuss divergenceof operators, including strong sweeping out and Bourgain's entropy method. We consider square functions, oscillation operators, and variational operators for ergodic averages. We also consider almosteverywhere convergence of convolution powers.
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