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In a recent paper, Yi-Ping Yu has given some interesting nonlinear moments ofthe Bernoulli umbra; the aim of this paper is to show the probabilisticcounterpart of these results and to extend them to Bernoulli polynomials.

Some nonlinear functions of Bernoulli and Euler umbrae