Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions

25 April 2016

Papers citing "Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions"

11 / 111 papers shown

Title
Targeted Undersmoothing Christian B. Hansen Damian Kozbur S. Misra 19 13 0 22 Jun 2017
Bias and high-dimensional adjustment in observational studies of peer effects Dean Eckles E. Bakshy 9 61 0 14 Jun 2017
Minimal Dispersion Approximately Balancing Weights: Asymptotic Properties and Practical Considerations Yixin Wang J. Zubizarreta 25 109 0 02 May 2017
Policy Learning with Observational Data Susan Athey Stefan Wager CML OffRL 9 183 0 09 Feb 2017
Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis Nikolay Doudchenko Guido Imbens 28 410 0 25 Oct 2016
Panning for Gold: Model-X Knockoffs for High-dimensional Controlled Variable Selection E. Candès Yingying Fan Lucas Janson Jinchi Lv 40 365 0 07 Oct 2016
Generalized Random Forests Susan Athey J. Tibshirani Stefan Wager 25 1,332 0 05 Oct 2016
Locally Robust Semiparametric Estimation Victor Chernozhukov J. Escanciano Hidehiko Ichimura Whitney Newey J. M. Robins 17 203 0 29 Jul 2016
High-dimensional regression adjustments in randomized experiments Stefan Wager Wenfei Du Jonathan E. Taylor Robert Tibshirani 16 116 0 22 Jul 2016
Kernel Balancing: A flexible non-parametric weighting procedure for estimating causal effects Chad Hazlett CML 8 27 0 30 Apr 2016
SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax Weijie Su Emmanuel Candes 65 145 0 29 Mar 2015