Let (X k) be a strictly stationary sequence of random variables with values in some Polish space E and common marginal , and (A k) k>0 be a sequence of Borel sets in E. In this paper, we give some conditions on (X k) and (A k) under which the events {X k A k } satisfy the Borel-Cantelli (or strong Borel-Cantelli) property. In particular we prove that, if (lim sup n A n)
0, the Borel-Cantelli property holds for any absolutely regular sequence. In case where the A k 's are nested, we show, on some examples, that a rate of convergence of the mixing coefficients is needed. Finally we give extensions of these results to weaker notions of dependence, yielding applications to non-irreducible Markov chains and dynamical systems.

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