A computer generated ‘stationary time series’ has been modified by processes analogous to those that produce precipitation. The resulting numbers have the distributional characteristics of precipitation data. A quantitative explanation is thereby obtained for the skewness in precipitation distributions and the nth root normal distribution is verified.