Higher Order Estimating Equations for High-dimensional Models

James Robins, Lingling Li, Rajarshi Mukherjee +2

We introduce a new method of estimation of parameters in semiparametric and nonparametric models. The method is based on estimating equations that are $U$-statistics in the observa…