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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 CauchySchwarz Inequality: For
An inequality of the expectation
Let be i.i.d. r.vs with and . Then Proof: So