In this third article on measurement uncertainty, Krishna Rao, Editor of RTOL Laboratory explains with a practical example how measurement uncertainty in a laboratory is calculated. The example taken is based on Water in Crude Oils by Coulometric Karl Fischer Titration. The test method is explained, generic areas for measurement error identified and for each of those areas the measurement uncertainty is quantified.