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On the First and the Second Borel-Cantelli Lemmas

Published 5 Jan 2024 in math.PR | (2401.02725v1)

Abstract: Let ${A_n}{n=1}\infty$ be a sequence of events and let $\displaystyle S:=\sum{n=1}\infty 1_{A_n}$. We present in this note equivalent characterizations for the statements $\mathbb{P} (S<\infty)=1$ and $\mathbb{P} (S=\infty)=1$ respectively. These characterizations are of Borel-Cantelli lemma type and of Kochen-Stone lemma type respectively, which could be regarded as the most general version of the first and the second Borel-Cantelli Lemmas.

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