Strong Gaussian approximation for U-statistics in high dimensions and beyond

Weijia Li, Leheng Cai, Qirui Hu

We establish a strong Gaussian approximation for high-dimensional non-degenerate U-statistics with diverging dimension. Under mild assumptions, we construct, on a sufficiently rich…