The standard error of the sample mean is
The standardized sample mean, or one-sample statistic,
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has the distribution. If the standard deviation of is replaced by the standard error , the one-sample statistic
has the distribution with degrees of freedom.
The margin of error for level confidence is
where is the value for the density curve with area between and .
A level confidence interval for the mean of a Normal population is