Equality forces because its proposed value is at most . The random variable is nonnegative and has expectation zero, so almost surely. On it equals the strictly positive variable , making that event null. On it equals , forcing there. HenceThis is the equality in Markov's inequality under strict positivity. The reasoning even works without the discreteness assumption.
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