thank you! Xn rightarrow X as n rightarrow + infinity almost surely if and only if the set N = {w: lim n rightarrow + infinity Xn(w) X(w)} has probability 0. Solution Ex n tends to Ex as n tends to positive infinity almost surely if and only if the set N equals w : limit n tends to positive infinity Ex n of w not equals Ex of w has probability zero..