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Hoeffding's inequality for supermartingales (1109.4359v5)

Published 20 Sep 2011 in math.PR

Abstract: We give an extension of Hoeffding's inequality to the case of supermartingales with differences bounded from above. Our inequality strengthens or extends the inequalities of Freedman, Bernstein, Prohorov, Bennett and Nagaev.

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