A Type A evaluation of uncertainty obtains an uncertainty component through statistical analysis of observations. For independent repeated readings with sample standard deviation , the estimated standard uncertainty of their mean is .
Independence and stability matter: serially correlated readings do not generally provide independent pieces of information. Type A and Type B evaluation of uncertainty classify how components are assessed, rather than separating random measurement errors from systematic error.[ref]
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