101 citations · 105 across the 2 of their papers we have counts for
3 papers
Asymptotic Normality of Quadratic Estimators
James Robins, Lingling Li, Eric Tchetgen Tchetgen +1
We prove conditional asymptotic normality of a class of quadratic U-statistics that are dominated by their degenerate second order part and have kernels that change with the number…
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 -statistics in the observa…
Higher order influence functions and minimax estimation of nonlinear functionals
James Robins, Lingling Li, Eric Tchetgen +1
We present a theory of point and interval estimation for nonlinear functionals in parametric, semi-, and non-parametric models based on higher order influence functions (Robins (20…