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""

11 / 11 papers shown

Title
Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation Jikai Jin Vasilis Syrgkanis CML 45 1 0 22 Feb 2024
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 15 2 0 27 Jan 2023
Neighborhood Adaptive Estimators for Causal Inference under Network Interference A. Belloni Fei Fang A. Volfovsky CML 28 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
An Overview of Healthcare Data Analytics With Applications to the COVID-19 Pandemic Z. Fei Y. Ryeznik O. Sverdlov C. Tan Weng Kee Wong 8 20 0 25 Nov 2021
Unpacking the Black Box: Regulating Algorithmic Decisions Laura Blattner Scott Nelson Jann Spiess MLAU FaML 13 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 172 738 0 04 Apr 2008