Abstract

New maximal inequalities for non-negative martingales are proved. The inequalities are tight and strengthen well-known maximal inequalities by Doob. The inequalities relate martingales to information divergence and imply convergence of X ln X bounded martingales. Similar results hold for stationary sequences.

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