It is not possible to do an exact measurement, but it is possible to say how accurate a measurement is. One can measure the same thing again and again, and collect all the data together. This allows us to do statistics on the data. What is meant by errors and residuals is the difference between the observed or measured value and the real value, which is unknown. 