Stratifying on Treatment Status
Fuente:
arXiv
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| Autori principali: | , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| Soggetti: | |
| Accesso online: | |
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| _version_ | 1866908336931209216 |
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| author | Hahn, Jinyong Ham, John Ridder, Geert Sheng, Shuyang |
| author_facet | Hahn, Jinyong Ham, John Ridder, Geert Sheng, Shuyang |
| contents | We study the estimation of treatment effects using samples stratified by treatment status. Standard estimators of the average treatment effect and the local average treatment effect are inconsistent in this setting. We propose consistent estimators and characterize their asymptotic distributions. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_04700 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Stratifying on Treatment Status Hahn, Jinyong Ham, John Ridder, Geert Sheng, Shuyang Econometrics We study the estimation of treatment effects using samples stratified by treatment status. Standard estimators of the average treatment effect and the local average treatment effect are inconsistent in this setting. We propose consistent estimators and characterize their asymptotic distributions. |
| title | Stratifying on Treatment Status |
| topic | Econometrics |
| url | https://arxiv.org/abs/2404.04700 |