Sharp upper and lower bounds on the variance of U-statistics

Kiarash Nikoo, Liqian Zhang, Dennis Leung

For a U-statistic with a symmetric kernel of any rank, we offer new upper and lower bounds on its variance, which are uniformly sharper than those established in the classical pape…