Regression-adjusted estimation of quantile treatment effects under covariate-adaptive randomizations
Datasets from field experiments with covariate-adaptive randomizations (CARs) usually contain extra baseline covariates in addition to the strata indicators. We propose to incorporate these extra covariates via auxiliary regressions in the estimation and inference of unconditional QTEs under CARs. W...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2021
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/soe_research/2494 https://ink.library.smu.edu.sg/context/soe_research/article/3493/viewcontent/2105.14752.pdf |
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| Institution: | Singapore Management University |
| Language: | English |