One can't associate a standard deviation with a single measurement like this.
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The standard deviation is the standard deviation! Its calculation requires no assumption.
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Standard error of the mean (SEM) and standard deviation of the mean is the same thing. However, standard deviation is not the same as the SEM. To obtain SEM from the standard deviation, divide the standard deviation by the square root of the sample size.
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