The standard error tells us how closely the population parameter is clustered around a single sample statistic.

Name: The standard error tells us how closely the population parameter is clustered around a single sample statistic.
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The standard error measures how much a sample statistic (like the sample mean) is expected to vary from the true population parameter, not how the population parameter clusters around a sample statistic.

The Standard Error Tells Us How Closely the Population Parameter