Nearly optimal capture-recapture sampling and empirical likelihood weighting estimation for M-estimation with big data

Yan Fan, Yang Liu, Yukun Liu +1

Subsampling techniques can reduce the computational costs of processing big data. Practical subsampling plans typically involve initial uniform sampling and refined sampling. With…