  This paper analyses the effects of random noise in determining errors and
confidence levels for galaxy redshifts obtained by cross-correlation
techniques. The main finding is that confidence levels have previously been
overestimated, and errors inaccurately calculated in certain applications. New
formul\ae\ are presented.
