For the Rayleigh distribution, the moment estimate; the maximum likelihood estimate and the interval estimate of the parameter are given based on the full sample. At the same time, the precisions of both point estimates and the interval estimate are investigated by a large number of Monte-Carlo simulations, respectively. From the result, we can see the precisions of the maximum likelihood estimate for the parameter is better than that of the moment estimate.