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Robustness Against Weak or Invalid Instruments: Exploring Nonlinear Treatment Models with Machine Learning
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Robustness Against Weak or Invalid Instruments: Exploring Nonlinear Treatment Models with Machine Learning

Zijian Guo
Mengchu Zheng
Peter Buhlmann
    CML
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Papers citing "Robustness Against Weak or Invalid Instruments: Exploring Nonlinear Treatment Models with Machine Learning"

3 / 3 papers shown
Title
Weak instrumental variables due to nonlinearities in panel data: A Super Learner Control Function estimator
Weak instrumental variables due to nonlinearities in panel data: A Super Learner Control Function estimator
Monika Avila Marquez
CML
93
0
0
04 Apr 2025
Identification and Inference with Invalid Instruments
Identification and Inference with Invalid Instruments
Hyunseung Kang
Zijian Guo
Zhonghua Liu
Dylan S. Small
CML
57
5
0
28 Jul 2024
RobustIV and controlfunctionIV: Causal Inference for Linear and Nonlinear Models with Invalid Instrumental Variables
RobustIV and controlfunctionIV: Causal Inference for Linear and Nonlinear Models with Invalid Instrumental Variables
Taehyeon Koo
Youjin Lee
Dylan S. Small
Zijian Guo
62
3
0
11 Jan 2023