The Law of the Unconscious Statistician provides a way to find the expected value of a function of a random variable. It connects the expectation of a transformation of a random variable to the distribution of that variable itself. This principle is crucial when calculating expectations for non-linear transformations, allowing statisticians to derive insights about the behavior of functions applied to random variables without needing to directly analyze the transformed variable's distribution.
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