Why is systematic error in a data set often more damaging than random error? Systematic errors average to zero, so adding more observations minimizes their impact. Random errors can easily be predicted. Random errors average to zero, so adding more observations minimizes their impact. Systematic errors average to zero, which makes your data set disappear if enough are present