Tag Archives: Expectation

Expectation: Useful properties and inequalities

If is a random variable on . The expected value of is defined as Inequalities Jensen’s inequality. If is convex and Holder’s inequality. If with then Cauchy-Schwarz Inequality: For

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An inequality of the expectation

Let be i.i.d. r.vs with and . Then Proof: So

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