What Is a Standard Error?

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Previously, we showed that no matter the underlying distribution of the dataset, the sample means would be normally distributed with the mean equal to the original mean, and the variance equal to the original variance divided by the sample size.

Put bluntly, the standard error is the standard deviation of the distribution formed by the sample means.

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