A test of measurement results with increased sensitivity to inconsistency

Abstract This paper demonstrates that the chi-square test of consistency of a set of measurement results is improved upon when each measured value is compared with the weighted mean of all the other measured values, not the overall weighted mean. The corresponding test is a Monte Carlo test, where the null distribution for the new test statistic is obtained by simulation. Basing the procedure on the measurement results with smaller uncertainties would give further improvement.

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Publication Details

Journal
Metrologia
Published
2024-11-27
DOI
https://doi.org/10.1088/1681-7575/ad97c0
Primary Topic
Scientific Measurement and Uncertainty Evaluation
Type
article
Field-Weighted Citation Impact
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article

A test of measurement results with increased sensitivity to inconsistency

Robin Willink
Metrologia
Scientific Measurement and Uncertainty Evaluation
article

A test of measurement results with increased sensitivity to inconsistency

Robin Willink
article en

Abstract

Abstract This paper demonstrates that the chi-square test of consistency of a set of measurement results is improved upon when each measured value is compared with the weighted mean of all the other measured values, not the overall weighted mean. The corresponding test is a Monte Carlo test, where the null distribution for the new test statistic is obtained by simulation. Basing the procedure on the measurement results with smaller uncertainties would give further improvement.

MetrologiaVol. 62(1)
Statistics New Zealand (NZ), Measurement Standards Laboratory of New Zealand (NZ), University of Otago (NZ)
Openalex Percentile: Top 79%
Scientific Measurement and Uncertainty Evaluation
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