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2. Two random variables X and Y are independently distributed if all of the following conditions hold, with the exception of a. Pr( Y =

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2. Two random variables X and Y are independently distributed if all of the following conditions hold, with the exception of a. Pr( Y = y [X x> Pr( Y= y). b. knowing the value of one of the variables provides no information about the other. c. if the conditional distribution of Y given X equals the marginal distribution of Y. d. E(Y ) = E[E (Y [X)]

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