Supplementary Appendix for "Inference on Treatment Effects After Selection Amongst High-Dimensional Controls"

27 May 2013

Papers citing "Supplementary Appendix for "Inference on Treatment Effects After Selection Amongst High-Dimensional Controls""

13 / 13 papers shown

Title
Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation Jikai Jin Vasilis Syrgkanis CML 50 1 0 22 Feb 2024
Inference on Optimal Dynamic Policies via Softmax Approximation Qizhao Chen Morgane Austern Vasilis Syrgkanis OffRL 12 1 0 08 Mar 2023
Integrating Earth Observation Data into Causal Inference: Challenges and Opportunities Connor Jerzak Fredrik D. Johansson Adel Daoud CML 15 11 0 30 Jan 2023
Convolutional neural networks for valid and efficient causal inference Mohammad Ghasempour Niloofar Moosavi X. de Luna CML 17 2 0 27 Jan 2023
Neighborhood Adaptive Estimators for Causal Inference under Network Interference A. Belloni Fei Fang A. Volfovsky CML 30 6 0 07 Dec 2022
Reconciling model-X and doubly robust approaches to conditional independence testing Ziang Niu Abhinav Chakraborty O. Dukes Eugene Katsevich 9 7 0 27 Nov 2022
Testing Heteroskedasticity in High-Dimensional Linear Regression Akira Shinkyu 9 1 0 31 Oct 2022
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 13 7 0 05 Sep 2022
An Overview of Healthcare Data Analytics With Applications to the COVID-19 Pandemic Z. Fei Y. Ryeznik O. Sverdlov C. Tan Weng Kee Wong 10 20 0 25 Nov 2021
Unpacking the Black Box: Regulating Algorithmic Decisions Laura Blattner Scott Nelson Jann Spiess MLAU FaML 15 19 0 05 Oct 2021
The Bias-Variance Tradeoff of Doubly Robust Estimator with Targeted $L_1$ regularized Neural Networks Predictions M. Rostami O. Saarela M. Escobar 19 1 0 02 Aug 2021
The conditional permutation test for independence while controlling for confounders Thomas B. Berrett Yi Wang Rina Foygel Barber R. Samworth 17 16 0 14 Jul 2018
High-dimensional generalized linear models and the lasso Sara van de Geer 172 748 0 04 Apr 2008