Measurement Error
Probability and Statistics · FE Reference Handbook section
Handbook notes for this section
Definitions and conditions exactly as the handbook states them.
- Measurement error is defined as: Measured quantity value minus a reference quantity value. [Source: ISO JCGM 200:2012
- Sources of errors in measurements arise from imperfections and disturbances in the measurement process, and added noise. One
- where x is the measurand (value being measured), xref is the reference value, dsystematic is a disturbance from the measurement
- process such as a drift or bias, and drandom is a disturbance such as random noise.
Core formulas for this FE topic
Definitions, applicability, units, assumptions and worked examples for each relation.
Worked exam-style examples
The four ways this section is written on the real exam — thoughts first, then equations, then substitution.
A distance with an accepted value of 98.00 ft is observed as 100.3 ft. The instrument contributes a standard uncertainty of ±0.12 ft and the target centring ±0.10 ft. Report the measurement error, the residual, and the combined standard uncertainty.
Given
Find
Error, residual and combined uncertainty
Start with the thinking
- Error is observation minus true value; the residual is the same magnitude with the sign convention of the adjustment.
- Independent uncertainties combine in quadrature, never by simple addition.
Step-by-step solution
Formula
Substituting
Relative error — 2.3469%
Formula
Substituting
95% expanded uncertainty
Why the other options are there
- ±0.220 ft (uncertainties added directly)
- -2.300 ft (sign reversed)
Reference: FE Reference Handbook — Probability and Statistics → Measurement Error
A distance with an accepted value of 106.0 ft is observed as 106.9 ft. The instrument contributes a standard uncertainty of ±0.09 ft and the target centring ±0.13 ft. Report the measurement error, the residual, and the combined standard uncertainty.
Given
Find
Error, residual and combined uncertainty
Start with the thinking
- Error is observation minus true value; the residual is the same magnitude with the sign convention of the adjustment.
- Independent uncertainties combine in quadrature, never by simple addition.
Step-by-step solution
Formula
Substituting
Relative error — 0.8491%
Formula
Substituting
95% expanded uncertainty
Why the other options are there
- ±0.220 ft (uncertainties added directly)
- -0.900 ft (sign reversed)
Reference: FE Reference Handbook — Probability and Statistics → Measurement Error
A distance with an accepted value of 198.5 ft is observed as 198.5 ft. The instrument contributes a standard uncertainty of ±0.14 ft and the target centring ±0.05 ft. Report the measurement error, the residual, and the combined standard uncertainty.
Given
Find
Error, residual and combined uncertainty
Start with the thinking
- Error is observation minus true value; the residual is the same magnitude with the sign convention of the adjustment.
- Independent uncertainties combine in quadrature, never by simple addition.
Step-by-step solution
Formula
Substituting
Relative error — 0.0000%
Formula
Substituting
95% expanded uncertainty
Why the other options are there
- ±0.190 ft (uncertainties added directly)
- 0.000 ft (sign reversed)
Reference: FE Reference Handbook — Probability and Statistics → Measurement Error
A distance with an accepted value of 139.0 ft is observed as 140.0 ft. The instrument contributes a standard uncertainty of ±0.09 ft and the target centring ±0.09 ft. Report the measurement error, the residual, and the combined standard uncertainty.
Given
Find
Error, residual and combined uncertainty
Start with the thinking
- Error is observation minus true value; the residual is the same magnitude with the sign convention of the adjustment.
- Independent uncertainties combine in quadrature, never by simple addition.
Step-by-step solution
Formula
Substituting
Relative error — 0.7194%
Formula
Substituting
95% expanded uncertainty
Why the other options are there
- ±0.180 ft (uncertainties added directly)
- -1.000 ft (sign reversed)
Reference: FE Reference Handbook — Probability and Statistics → Measurement Error
A distance with an accepted value of 172.5 ft is observed as 173.7 ft. The instrument contributes a standard uncertainty of ±0.04 ft and the target centring ±0.04 ft. Report the measurement error, the residual, and the combined standard uncertainty.
Given
Find
Error, residual and combined uncertainty
Start with the thinking
- Error is observation minus true value; the residual is the same magnitude with the sign convention of the adjustment.
- Independent uncertainties combine in quadrature, never by simple addition.
Step-by-step solution
Formula
Substituting
Relative error — 0.6957%
Formula
Substituting
95% expanded uncertainty
Why the other options are there
- ±0.080 ft (uncertainties added directly)
- -1.200 ft (sign reversed)
Reference: FE Reference Handbook — Probability and Statistics → Measurement Error
A distance with an accepted value of 72.00 ft is observed as 71.80 ft. The instrument contributes a standard uncertainty of ±0.18 ft and the target centring ±0.16 ft. Report the measurement error, the residual, and the combined standard uncertainty.
Given
Find
Error, residual and combined uncertainty
Start with the thinking
- Error is observation minus true value; the residual is the same magnitude with the sign convention of the adjustment.
- Independent uncertainties combine in quadrature, never by simple addition.
Step-by-step solution
Formula
Substituting
Relative error — 0.2778%
Formula
Substituting
95% expanded uncertainty
Why the other options are there
- ±0.340 ft (uncertainties added directly)
- 0.200 ft (sign reversed)
Reference: FE Reference Handbook — Probability and Statistics → Measurement Error
A distance with an accepted value of 150.5 ft is observed as 152.8 ft. The instrument contributes a standard uncertainty of ±0.13 ft and the target centring ±0.02 ft. Report the measurement error, the residual, and the combined standard uncertainty.
Given
Find
Error, residual and combined uncertainty
Start with the thinking
- Error is observation minus true value; the residual is the same magnitude with the sign convention of the adjustment.
- Independent uncertainties combine in quadrature, never by simple addition.
Step-by-step solution
Formula
Substituting
Relative error — 1.5282%
Formula
Substituting
95% expanded uncertainty
Why the other options are there
- ±0.150 ft (uncertainties added directly)
- -2.300 ft (sign reversed)
Reference: FE Reference Handbook — Probability and Statistics → Measurement Error
A distance with an accepted value of 127.0 ft is observed as 126.1 ft. The instrument contributes a standard uncertainty of ±0.11 ft and the target centring ±0.09 ft. Report the measurement error, the residual, and the combined standard uncertainty.
Given
Find
Error, residual and combined uncertainty
Start with the thinking
- Error is observation minus true value; the residual is the same magnitude with the sign convention of the adjustment.
- Independent uncertainties combine in quadrature, never by simple addition.
Step-by-step solution
Formula
Substituting
Relative error — 0.7087%
Formula
Substituting
95% expanded uncertainty
Why the other options are there
- ±0.200 ft (uncertainties added directly)
- 0.900 ft (sign reversed)
Reference: FE Reference Handbook — Probability and Statistics → Measurement Error
A distance with an accepted value of 131.0 ft is observed as 132.5 ft. The instrument contributes a standard uncertainty of ±0.15 ft and the target centring ±0.18 ft. Report the measurement error, the residual, and the combined standard uncertainty.
Given
Find
Error, residual and combined uncertainty
Start with the thinking
- Error is observation minus true value; the residual is the same magnitude with the sign convention of the adjustment.
- Independent uncertainties combine in quadrature, never by simple addition.
Step-by-step solution
Formula
Substituting
Relative error — 1.1450%
Formula
Substituting
95% expanded uncertainty
Why the other options are there
- ±0.330 ft (uncertainties added directly)
- -1.500 ft (sign reversed)
Reference: FE Reference Handbook — Probability and Statistics → Measurement Error
A distance with an accepted value of 198.5 ft is observed as 200.7 ft. The instrument contributes a standard uncertainty of ±0.06 ft and the target centring ±0.19 ft. Report the measurement error, the residual, and the combined standard uncertainty.
Given
Find
Error, residual and combined uncertainty
Start with the thinking
- Error is observation minus true value; the residual is the same magnitude with the sign convention of the adjustment.
- Independent uncertainties combine in quadrature, never by simple addition.
Step-by-step solution
Formula
Substituting
Relative error — 1.1083%
Formula
Substituting
95% expanded uncertainty
Why the other options are there
- ±0.250 ft (uncertainties added directly)
- -2.200 ft (sign reversed)
Reference: FE Reference Handbook — Probability and Statistics → Measurement Error