When constructing a confidence interval estimate for a population mean (when the standard deviation of the population is known), what is the calculation that has to be made to obtain the error margin? A. You multiply the number of standard deviations by the standard deviation of the sampling distribution of sample means. B. You subtract the sample mean from the population mean and then divide by the standard deviation of the population. C. You divide the standard deviation of the sampling distribution of sample means by the square-root of the sample size. D. You add the four-digit decimal associated with the confidence interval to 1.000, and then divide the result by 2
For a confidence interval of population mean
the margin of error (ME) is calculated as
where z is the standard normal score for the required confidence
level
s is the sample standard deviation
and
n is the sample size
is also the standard
deviation of the sampling distribution of the means
and
z is also the number of standard deviations for the
required confidence level
Thus, the correct answer is
A. You multiply the number of standard
deviations by the standard deviation of the sampling distribution
of sample means.
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