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

24 March 2022

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 Monika Avila Marquez CML 93 0 0 04 Apr 2025
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 Taehyeon Koo Youjin Lee Dylan S. Small Zijian Guo 62 3 0 11 Jan 2023