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Bootstrap Procedures under some Non-I.I.D. Models

Bootstrap Procedures under some Non-I.I.D. Models

It is shown in this article that the classical i.i.d. bootstrap remains a valid procedure for estimating the sampling distributions of certain symmetric estimators of location, as long as the random observations are independently drawn from distributions with (essentially) a common location. This may be viewed as a robust property …