Quantile treatment effects and bootstrap inference under covariate-adaptive randomization
In this paper, we study the estimation and inference of the quantile treatment effect under covariate‐adaptive randomization. We propose two estimation methods: (1) the simple quantile regression and (2) the inverse propensity score weighted quantile regression. For the two estimators, we derive the...
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| Main Authors: | , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2020
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/soe_research/2453 https://ink.library.smu.edu.sg/context/soe_research/article/3452/viewcontent/1370_6907_1_PB.pdf |
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| Institution: | Singapore Management University |
| Language: | English |