Semiparametric Efficient Empirical Higher Order Influence Function Estimators

22 May 2017

Papers citing "Semiparametric Efficient Empirical Higher Order Influence Function Estimators"

9 / 9 papers shown

Title
Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation Jikai Jin Vasilis Syrgkanis CML 67 1 0 22 Feb 2024
The Fundamental Limits of Structure-Agnostic Functional Estimation Sivaraman Balakrishnan Edward H. Kennedy Larry A. Wasserman 20 11 0 06 May 2023
Robust Causal Learning for the Estimation of Average Treatment Effects Yiyan Huang Cheuk Hang Leung Xing Yan Qi Wu Shumin Ma Zhiri Yuan DongDong Wang Zhixiang Huang OOD CML 28 7 0 05 Sep 2022
Robust Orthogonal Machine Learning of Treatment Effects Yiyan Huang Cheuk Hang Leung Qi Wu Xing Yan OOD CML 16 0 0 22 Mar 2021
Rejoinder: On nearly assumption-free tests of nominal confidence interval coverage for causal parameters estimated by machine learning Lin Liu Rajarshi Mukherjee J. M. Robins CML 33 16 0 07 Aug 2020
Assumption-lean inference for generalised linear model parameters S. Vansteelandt O. Dukes CML 27 49 0 15 Jun 2020
On Efficiency of the Plug-in Principle for Estimating Smooth Integrated Functionals of a Nonincreasing Density Rajarshi Mukherjee B. Sen 6 6 0 23 Aug 2018
Cross-Fitting and Fast Remainder Rates for Semiparametric Estimation Whitney Newey Jamie Robins 31 146 0 27 Jan 2018
Optimal rates of entropy estimation over Lipschitz balls Yanjun Han Jiantao Jiao Tsachy Weissman Yihong Wu 22 73 0 06 Nov 2017