Debiased Inverse Propensity Score Weighting for Estimation of Average Treatment Effects with High-Dimensional Confounders

17 November 2020

Papers citing "Debiased Inverse Propensity Score Weighting for Estimation of Average Treatment Effects with High-Dimensional Confounders"

7 / 7 papers shown

Title
Multivariate root-n-consistent smoothing parameter free matching estimators and estimators of inverse density weighted expectations H. Holzmann A. Meister 56 1 0 17 Feb 2025
A decorrelation method for general regression adjustment in randomized experiments Fangzhou Su Wenlong Mou Peng Ding Martin J. Wainwright 24 1 0 16 Nov 2023
Off-policy estimation of linear functionals: Non-asymptotic theory for semi-parametric efficiency Wenlong Mou Martin J. Wainwright Peter L. Bartlett OffRL 39 11 0 26 Sep 2022
Heterogeneous Treatment Effect Estimation using machine learning for Healthcare application: tutorial and benchmark Yaobin Ling Pulakesh Upadhyaya Luyao Chen Xiaoqian Jiang Yejin Kim CML 22 18 0 27 Sep 2021
Minimax Semiparametric Learning With Approximate Sparsity Jelena Bradic Victor Chernozhukov Whitney Newey Yinchu Zhu 50 21 0 27 Dec 2019
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R Marvin N. Wright A. Ziegler 124 2,741 0 18 Aug 2015
High-dimensional generalized linear models and the lasso Sara van de Geer 196 749 0 04 Apr 2008