Several methods have been proposed for constructing confidence interva
ls on measures of variability in a classical repeatability and reprodu
cibility study. These methods are compared using computer simulation t
o determine if the intervals maintain the stated level of confidence a
nd to compare the average interval lengths. Recommendations are provid
ed for selecting an appropriate method and for selecting the number of
operators and samples to use in a study.