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Does "Welch-Satterthwaite" make a good uncertainty estimate?

B D Hall and R Willink

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The Welch-Satterthwaite (W-S) formula is a classical, approximate method for combining several sample estimates of normal population variances. However, the W-S formula is routinely applied to the results of physical measurements even though uncertainties may include those of Type B. This paper considers the validity of the W-S formula as a means of obtaining a confidence interval for the measurand. The classical concept of a confidence interval provides performance criteria that can be used to assess the W-S formula by simulation. Examples presented include the combination of two Type A uncertainties, and the combination of one Type A and one Type B uncertainty. The results show that the W-S formula performs very well. This finding contrasts with the findings of other recent studies which did not apply classical performance criteria.


PACS

06.20.Dk Measurement and error theory

02.50.-r Probability theory, stochastic processes, and statistics

02.60.-x Numerical approximation and analysis

Subjects

Computational physics

Instrumentation and measurement

Dates

Issue 1 (February 2001)



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