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Possible Advantages of a Robust Evaluation of Comparisons

Published

Author(s)

J W. Muller

Abstract

Mean values, traditionally used as a location parameter in the analysis of intercomparisons, are known to lack stability against the effect of outliers. It is therefore proposed to replace (or complement) them by the use of medians, which have better statistical robustness. An estimate for the corresponding uncertainty is derived and the procedure is illustrated by a numerical example. The simplicity of the suggested robust approach should favor its practical use in a number of metrological applications.
Citation
Journal of Research (NIST JRES) -
Volume
105 No. 4

Keywords

comparisons, median, robust statistics, uncertainty, variance

Citation

Muller, J. (2000), Possible Advantages of a Robust Evaluation of Comparisons, Journal of Research (NIST JRES), National Institute of Standards and Technology, Gaithersburg, MD (Accessed April 23, 2024)
Created August 1, 2000, Updated February 17, 2017