Vector space Interpretation of Random Variables                                                                        Print this page
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               The set of RVs along with the inner product defined through the joint expectation operation and the corresponding norm defines a Hilbert Space .

Schwarz Inequality

               For any two vectors and belonging to a Hilbert space

               This means that for any two random variables

               Similarly for any two random vectors

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