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point estimator

a function of the random variable used to make inferences about the value of an unknown population parameter.

point estimate

the value of the point estimator derived from a given sample


if the expected value equals the unknown population parameter being estimated


when an unbiased estimator has a standard error that is lower than that of unbiased estimators


if an estimator approaches the unknown population parameter being estimated as the sample size grows larger

confidence interval

provides a range of values that, with a certain level of confidence, contains the population parameter of interest

degrees of freedom

determine the extent of broadness of the tails of distribution; the fewer the degrees of freedom, the broader the tails.

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