Bootstrapping ${\ell }_p$-Statistics in High Dimensions

Alexander Giessing, Jianqing Fan

This paper considers a new bootstrap procedure to estimate the distribution of high-dimensional ${\ell }_p$-statistics, i.e. the ${\ell }_p$-norms of the sum of $n$ independent $d$-dimen…