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2.
Measurement Process Characterization
2.5. Uncertainty analysis
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| Case study showing uncertainty budget | Uncertainty components are listed in a table along with their corresponding sensitivity coefficients, standard deviations and degrees of freedom. A table of typical entries illustrates the concept. | ||
Typical budget of type A and type B uncertainty components
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| Sensitivity coefficients show how components are related to result | The sensitivity coefficient
shows the relationship of the individual uncertainty component
to the standard deviation of the reported value for a test item.
The sensitivity coefficient relates to the result that is being
reported and not to the method of estimating uncertainty components where
the uncertainty, u, is
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| Sensitivity coefficients for type A components of uncertainty | This section defines sensitivity coefficients that are
appropriate for type A components estimated from repeated measurements. The
pages on type A evaluations, particularly the pages related to
estimation of repeatability and reproducibility components
should be reviewed before continuing on this page. The convention for the notation for
sensitivity coefficients for this section is that:
where some of the coefficients may be zero. |
| Note on long-term errors | Even if no day-to-day or run-to-run measurements were made in determining the reported value, the sensitivity coefficient is non-zero if that standard deviation proved to be significant in the analysis of data. |
| Sensitivity coefficients for other type A components of random error | Procedures for estimating differences among instrument, operators, etc. which are treated as random components of uncertainty in the laboratory show how to estimate the standard deviations so that the sensitivity coefficients = 1. |
| Sensitivity coefficients for type A components for bias | This handbook follows the ISO guidelines in that biases are corrected (correction may be zero) and the uncertainty component is the standard deviation of the correction. Procedures for dealing with biases show how to estimate the standard deviation of the correction so that the sensitivity coefficients are equal to one. |
| Sensitivity coefficients for specific applications | The following pages outline methods for computing sensitivity
coefficients where the components of uncertainty are derived in the following manner:
and give an example of an uncertainty budget with sensitivity coefficients from a 3-level design. |
| Sensitivity coefficients for type B evaluations | The majority of sensitivity coefficients for type B evaluations will be one with a few exceptions. The sensitivity coefficient for the uncertainty of a reference standard is the nominal value of the test item divided by the nominal value of the reference standard. |
| Case study-sensitivity coefficients for propagation of error | If the uncertainty of the reported value is calculated from propagation of error, the sensitivity coefficients are the multipliers of the individual variance terms in the propagation of error formula. Formulas are given for selected functions of: |