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You can just use a standard confidence interval for the mean: Bear in mind that when we calculate confidence intervals for the mean, we can appeal to the central limit theorem and use. So we have arithmetic mean (am), geometric mean (gm) and harmonic mean (hm).
What does it imply for standard deviation being more than twice the mean? Our data is timing data from event durations and so strictly positive. (sometimes very small negatives show up.
