Proof that the Sample Mean is an Unbiased Estimator of the Population Mean
Students often misinterpret 'unbiased' to mean that a single sample mean must equal the population mean . Instead, it's a property of the *estimator* over repeated sampling, meaning equals in the long run, not for every specific instance.
Institutional Reference: Applied Statistics
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