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Adaptive cluster sampling design is known as a sampling method for rare clus-tered population. Three modied adaptive cluster sampling designs are proposed.The adjusted Hansen-Hurwitz estimator and the Horvitz-Thompson estimator areconsidered. Eciency issue of the proposed sampling designs is discussed in aMonte-Carlo simulation study.