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Variance of a Constant times a Random Variable
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This short video presents a derivation showing that the variance of a constant times a random variable is the same as the squared constant times the variance of the random variable. In particular that, Var[kX] = k*kVar[X].
Variance of a Constant times a Random Variable
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