ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 1911.09260
  4. Cited By
A semiparametric instrumental variable approach to optimal treatment
  regimes under endogeneity
v1v2v3v4v5v6v7v8 (latest)

A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity

21 November 2019
Yifan Cui
E. T. Tchetgen Tchetgen
    CML
ArXiv (abs)PDFHTML

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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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