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Intermediate Proof

Expectations and Variances: Core Characteristics

Students sometimes confuse the expected value E[X] E[X] with a specific outcome and misinterpret variance as simply the average of squared deviations without realizing it's the expected value of those squared deviations.
Institutional Reference: Statistical Inference I
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