In this paper, we have suggested two different classes of regression-type estimators in two phase sampling as well as in three phase sampling using SRSWOR scheme at all the phases. We have seen that one of the suggested class of estimator is more efficient than some existing estimators as it has a minimum mean square error in three phase sampling.