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Standard Deviation

March 29, 2018

Standard Deviation. The standard deviation of a set of numbers, xnn = 1, …, N, is given by

equation6

The standard deviation is a measure of the variability of a signal about its mean value. For a vibration signal with a mean value of zero, the standard deviation is equal to the RMS (root-mean-square) value of the signal. Referring back to the vibration signal used in Figs. 1 & 2, the standard deviation and RMS level have a value of 0.073 G.

The variance and standard deviation play an important role in determining the confidence interval (or conversely the uncertainty) of a statistical measure. This is discussed further in the lesson on Confidence Intervals.