Problem of estimating the population mean at current occasion in successive sampling has been studied by various authors in design approach. Present work is an attempt to study the similar kind of problem under a super-population model. Optimum replacement policy and performance of the proposed chain type difference estimator has been discussed under the assumed super-population model. Empirical comparison of the proposed estimator is made with respect to sample mean estimator and suitable recommendations are made.