Kernel Debiased Plug-in Estimation based on the Universal Least Favorable Submodel

Haiyi Chen, Yang Liu, Ivana Malenica

We propose ULFS-KDPE, a kernel debiased plug-in estimator based on the universal least favorable submodel, for estimating pathwise differentiable parameters in nonparametric models…