Two procedures which can be used to increase the reliability of estimates from rotating samples are described. One is the composite estimation procedure which in effect weights results from past and present rotating panels to produce an efficient estimate for the current period. The other procedure is the large observation procedure in which unusually large observations from two or more panels are enumerated currently with reduced weights. The latter procedure is particularly effective in reducing the variance of estimates of month-to-month change.