Cut-off sampling is applied when there is a subset of units from the population from which getting the required … the cut-off sampling may be severely biased. Calibration estimators have been proposed to reduce the mentioned design …-off sampling. Our results confirm that the model-based estimators reduce the bias due to cut-off sampling and perform significantly …