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Simple random sampling with over-replacement

, Antal, Erika, Tillé, Yves

There are several ways to select units with replacement and an equal inclusion expectation. We present a new sampling design called simple random sampling with over-replacement. Its interest lies in the high variance produced for the Horvitz–Thompson estimator. This characteristic could be useful for resampling methods.