Data Analysis, Error Estimation & Treatment
Combination of Errors
The final result of an experiment usually depends on the combination of a number of measured properties, each of which has some associated error.
The combined error may be calculated by using either mathematical relationships, or worst case scenarios:
- Mathematical relationships
- Worst case scenarios
e.g.
- If y = a / b, where a = 1.2 ± 0.3 kg and b = 7.0 ± 0.6 m3
- Then y = 1.2 / 7.0 = 0.17 kg/m3
- Worst case values of y are (1.2 + 0.3) / (7.0 - 0.6) = 0.23 kg/m3 and (1.2 - 0.3) / (7.0 + 0.6) = 0.12 kg/m3
- The difference between the calculated and worst case values are 0.05 kg/m3 and 0.06 kg/m3
- Therefore, y = (0.17 ± 0.06) kg/m3