In this paper we establish a variety or results in ergodic theory by
using techniques from probability and analysis. We discuss divergence
of 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 almost
everywhere convergence of convolution powers.