Quantile treatment effects and bootstrap inference under covariate-adaptive randomization
This paper studies the estimation and inference of the quantile treatment effect under covariate-adaptive randomization. We propose three estimation methods: (1) the simple quantile regression (QR), (2) the QR with strata fixed effects, and (3) the inverse propensity score weighted QR. For the three...
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| Main Authors: | , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2018
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/soe_research/2276 https://ink.library.smu.edu.sg/context/soe_research/article/3276/viewcontent/Quantile_treatment_effects_and_bootstrap_inference_under_covariate_adaptive_randomization_wp_2018.pdf |
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| Institution: | Singapore Management University |
| Language: | English |