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Joseph Gallo poured two glasses of wine from the same bottle but put a more expensive price tag on one glass than on the other. He let people test both and asked which they wanted; most wanted the more expensive glass, not knowing that both had come from the same bottle. This kind of experiment tells us that:
Sample Variance
The measure of variation or spread within a sample set of data, calculated by averaging the squared deviations from the sample mean.
Population Variance
A measure of the dispersion of a set of data points in a population from their mean value, representing how spread out the population values are.
Unbiased Estimator
A statistical estimator whose expected value equals the true value of the parameter it estimates.
Sample Mean
The arithmetic average of a set of sample values, used as an estimate of the population mean.
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