Objective data evaluation procedures involve the use of a formal set of rules rather than subjective judgements to detect, adjust and eliminate rogue measurements during the course of an evaluation. It is necessary to specify explicitly the error probability density function (a function specifying the extent to which experimentalists misestimate the uncertainties in their measurements) in order to establish the reliability of a data evaluation procedure, or to compare the effectiveness of different data evaluation procedures.
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