K-sample Subsampling

The problem of subsampling in two-sample and K-sample settings is addressed where both the data and the statistics of interest take values in general spaces. We show the asymptotic validity of subsampling confidence intervals and hypothesis tests in the case of independent samples, and give a comparison to the bootstrap in the K-sample setting.