Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1911.09260
Cited By
v1
v2
v3
v4
v5
v6
v7
v8 (latest)
A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity
21 November 2019
Yifan Cui
E. T. Tchetgen Tchetgen
CML
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity"
20 / 20 papers shown
Title
Deep Causal Behavioral Policy Learning: Applications to Healthcare
Jonas Knecht
Anna Zink
Jonathan Kolstad
Maya Petersen
CML
121
0
0
05 Mar 2025
Individualized Multi-Treatment Response Curves Estimation using RBF-net with Shared Neurons
Peter Chang
Arkaprava Roy
CML
56
1
0
29 Jan 2024
A Semiparametric Instrumented Difference-in-Differences Approach to Policy Learning
Pan Zhao
Yifan Cui
CML
78
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
68
6
0
03 Oct 2023
Personalized Pricing with Invalid Instrumental Variables: Identification, Estimation, and Policy Learning
Rui Miao
Zhengling Qi
Cong Shi
Lin Lin
53
2
0
24 Feb 2023
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival data
Pan Zhao
Julie Josse
Shu Yang
OffRL
77
3
0
13 Jan 2023
An Instrumental Variable Approach to Confounded Off-Policy Evaluation
Yang Xu
Jin Zhu
C. Shi
Shuang Luo
R. Song
OffRL
104
18
0
29 Dec 2022
Optimal Treatment Regimes for Proximal Causal Learning
Tao Shen
Yifan Cui
CML
70
3
0
19 Dec 2022
Meta-analysis of individualized treatment rules via sign-coherency
Jay Jojo Cheng
J. Huling
Guanhua Chen
101
0
0
28 Nov 2022
Statistical Estimation of Confounded Linear MDPs: An Instrumental Variable Approach
Miao Lu
Wenhao Yang
Liangyu Zhang
Zhihua Zhang
OffRL
73
1
0
12 Sep 2022
Estimating individual treatment effects under unobserved confounding using binary instruments
Dennis Frauen
Stefan Feuerriegel
CML
91
20
0
17 Aug 2022
Policy Learning with Asymmetric Counterfactual Utilities
Eli Ben-Michael
Kosuke Imai
Zhichao Jiang
OffRL
66
16
0
21 Jun 2022
Optimal regimes for algorithm-assisted human decision-making
M. Stensrud
Julien David Laurendeau
Aaron L Sarvet
50
15
0
06 Mar 2022
Finding the Optimal Dynamic Treatment Regime Using Smooth Fisher Consistent Surrogate Loss
Nilanjana Laha
Aaron Sonabend-W
Rajarshi Mukherjee
Tianxi Cai
42
2
0
03 Nov 2021
Individualized Decision-Making Under Partial Identification: Three Perspectives, Two Optimality Results, and One Paradox
Yifan Cui
92
18
0
21 Oct 2021
Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment
Eli Ben-Michael
D. J. Greiner
Kosuke Imai
Zhichao Jiang
OffRL
229
22
0
22 Sep 2021
Proximal Causal Inference for Complex Longitudinal Studies
Andrew Ying
Wang Miao
Xu Shi
E. T. Tchetgen
125
40
0
15 Sep 2021
Proximal Learning for Individualized Treatment Regimes Under Unmeasured Confounding
Zhengling Qi
Rui Miao
Xiaoke Zhang
CML
83
28
0
03 May 2021
Estimating and Improving Dynamic Treatment Regimes With a Time-Varying Instrumental Variable
Shuxiao Chen
B. Zhang
110
22
0
15 Apr 2021
On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable
Yifan Cui
E. T. Tchetgen
CML
123
6
0
07 Oct 2020
1