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Identify the letter of the choice that best matches the tools listed above.
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Unbiased Estimator
A statistical estimator whose expected value is equal to the parameter being estimated, indicating accuracy across samples.
Expected Value
The long-run average value of repetitions of the same experiment or random process, calculated as the sum of all possible values weighted by their probabilities of occurrence.
Parameter
A numerical characteristic or feature of a population that is estimated using sample data.
Sample Variance
A measure of the dispersion or variability within a sample dataset, indicating how much the individual data points differ from the sample mean.
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