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Two random variables \(X\) and \(Y\) are independent if the joint probability density function (pdf) can be expressed as the product of their individual pdfs. That is, for continuous random variables, we have:
\[
f_{X,Y}(x,y) = f_X(x) \cdot f_Y(y)
\]
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