In this paper, we obtain several estimators of a scale parameter of Morgenstern type
bivariate Rayleigh distribution based on the observations made on the units of the ranked
set sampling regarding the study variable which is correlated with the auxiliary variable.
We also compare the efficiency of these estimators. Finally, we illustrate the methods
developed by using a real data set.