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Markov’s Inequality

Markov’s inequality provides a bound on the upper-tail probability of non-negative random variables. The bound is expressed with the expectation of the random variable. [Markov's Inequality] Let \(X\) be a non-negative random variable. Then, for any \(\lambda > 0\), \[

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