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Ville's inequality

In probability theory, Ville's inequality provides an upper bound on the probability that a supermartingale exceeds a certain value. The inequality is named after Jean Ville, who proved it in 1939.

The inequality has applications in statistical testing.

Statement

Let be a non-negative supermartingale. Then, for any real number

The inequality is a generalization of Markov's inequality.

References