Improving estimation efficiency via regression-adjustment in covariate-adaptive randomizations with imperfect compliance
We study how to improve efficiency via regression adjustments with additional covariates under covariate-adaptive randomizations (CARs) when subject compliance is imperfect. We first establish the semiparametric efficiency bound for the local average treatment effect (LATE) under CARs. Second, we de...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2024
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/soe_research/2633 https://ink.library.smu.edu.sg/context/soe_research/article/3632/viewcontent/2201.13004.pdf |
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| Institution: | Singapore Management University |
| Language: | English |