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2011.06158
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Mostly Harmless Machine Learning: Learning Optimal Instruments in Linear IV Models
12 November 2020
Jiafeng Chen
Daniel L. Chen
Greg Lewis
CML
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Papers citing
"Mostly Harmless Machine Learning: Learning Optimal Instruments in Linear IV Models"
5 / 5 papers shown
Machine learning the first stage in 2SLS: Practical guidance from bias decomposition and simulation
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Instrumental variables: A non-asymptotic viewpoint
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Martin J. Wainwright
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02 Oct 2024
Fast Instrument Learning with Faster Rates
Neural Information Processing Systems (NeurIPS), 2022
Ziyu Wang
Yuhao Zhou
Chao Ding
422
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22 May 2022
Improving Inference from Simple Instruments through Compliance Estimation
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Jann Spiess
CML
137
17
0
08 Aug 2021
Learning Causal Models from Conditional Moment Restrictions by Importance Weighting
Masahiro Kato
Masaaki Imaizumi
K. McAlinn
Haruo Kakehi
Shota Yasui
CML
288
7
0
03 Aug 2021
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