Semi-parametric efficiency bounds for high-dimensional models

5 January 2016

Papers citing "Semi-parametric efficiency bounds for high-dimensional models"

9 / 9 papers shown

Title
Inference on Optimal Dynamic Policies via Softmax Approximation Qizhao Chen Morgane Austern Vasilis Syrgkanis OffRL 46 1 0 08 Mar 2023
Unbiased estimation and asymptotically valid inference in multivariable Mendelian randomization with many weak instrumental variables Yihe Yang Noah Lorincz-Comi Xiaolin Zhu 17 1 0 12 Jan 2023
Reconciling model-X and doubly robust approaches to conditional independence testing Ziang Niu Abhinav Chakraborty O. Dukes Eugene Katsevich 29 7 0 27 Nov 2022
Inference for Low-Rank Models Victor Chernozhukov Christian B. Hansen Yuan Liao Yinchu Zhu 17 11 0 06 Jul 2021
On the role of surrogates in the efficient estimation of treatment effects with limited outcome data Nathan Kallus Xiaojie Mao 13 59 0 27 Mar 2020
How well can we learn large factor models without assuming strong factors? Yinchu Zhu OOD 23 0 0 23 Oct 2019
Asymptotically Efficient Estimation of Smooth Functionals of Covariance Operators V. Koltchinskii 34 30 0 25 Oct 2017
Inference for high-dimensional instrumental variables regression David Gold Johannes Lederer Jing Tao 30 37 0 18 Aug 2017
Hypothesis Testing in High-Dimensional Regression under the Gaussian Random Design Model: Asymptotic Theory Adel Javanmard Andrea Montanari 120 160 0 17 Jan 2013