An Edgeworth expansion for the m out of n bootstrapped median

Abstract

It is well known that the ordinary bootstrap distribution of the median is consistent. We show that for bootstrap samples of size m, an Edgeworth expansion holds with reminder term . With extrapolation this gives a best possible rate estimate of the distribution.Bootstrap m out of n bootstrap Median Edgeworth expansion