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Sampling Error


Sampling error is the difference between a statistic computed from a sample and the corresponding population quantity. For an estimator theta^^ of a parameter theta, the realized sampling error is

 theta^^-theta.

Because it depends on which random sample is drawn, sampling error is a random quantity. Its variability is commonly summarized by the standard error of the estimator. Sampling error is distinct from nonsampling errors such as measurement error, recording mistakes, and nonresponse bias.


See also

Estimator, Measurement Error, Sample, Sampling, Standard Error, Statistical Bias

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References

Cochran, W. G. Sampling Techniques, 3rd ed. New York: Wiley, 1977.

Cite this as:

Weisstein, Eric W. "Sampling Error." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/SamplingError.html

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