Highlights: ●Error's regularity and randomness depend on the perspectives of observing error ●Error cannot beclassified according its regularity and randomness ●The influence characteristics of error depend on the method of repeated measurement ●Error cannot beclassified according its influence characteristics ●Both function model and random model can be used to process the same error 2018 3 21