Berry--Esseen bounds and bootstrap approximations for the Hilbert-space norm of $U$-statistics

Nilanjan Chakraborty, Sayan Das

We establish non-asymptotic Berry--Esseen bounds and bootstrap approximations for the Hilbert-space norm of nondegenerate $U$-statistics. Our triangular-array framework allows the…