A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity

21 November 2019

Papers citing "A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity"

11 / 11 papers shown

Title
A Semiparametric Instrumented Difference-in-Differences Approach to Policy Learning Pan Zhao Yifan Cui CML 39 1 0 14 Oct 2023
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference Debo Cheng Ziqi Xu Jiuyong Li Lin Liu Jixue Liu T. Le CML 29 6 0 03 Oct 2023
Optimal Treatment Regimes for Proximal Causal Learning Tao Shen Yifan Cui CML 43 3 0 19 Dec 2022
Meta-analysis of individualized treatment rules via sign-coherency Jay Jojo Cheng J. Huling Guanhua Chen 41 0 0 28 Nov 2022
Statistical Estimation of Confounded Linear MDPs: An Instrumental Variable Approach Miao Lu Wenhao Yang Liangyu Zhang Zhihua Zhang OffRL 42 1 0 12 Sep 2022
Estimating individual treatment effects under unobserved confounding using binary instruments Dennis Frauen Stefan Feuerriegel CML 40 18 0 17 Aug 2022
Optimal regimes for algorithm-assisted human decision-making M. Stensrud Julien David Laurendeau Aaron L Sarvet 33 12 0 06 Mar 2022
Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment Eli Ben-Michael D. J. Greiner Kosuke Imai Zhichao Jiang OffRL 33 22 0 22 Sep 2021
Proximal Causal Inference for Complex Longitudinal Studies Andrew Ying Wang Miao Xu Shi E. T. Tchetgen 37 39 0 15 Sep 2021
Proximal Learning for Individualized Treatment Regimes Under Unmeasured Confounding Zhengling Qi Rui Miao Xiaoke Zhang CML 36 28 0 03 May 2021
Estimating and Improving Dynamic Treatment Regimes With a Time-Varying Instrumental Variable Shuxiao Chen B. Zhang 47 19 0 15 Apr 2021