Almost sure convergence implies convergence in probability
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Convergence almost surely implies convergence in probability. For this decreasing sequence of events, their probabilities are also a decreasing sequence, and it decreases towards the Pr(A∞); we shall show now that this number is equal to zero. ... which by definition means that Xn converges in probability to X.
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