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Confidence intervals for policy evaluation in adaptive experiments
Adaptive experimental designs can dramatically improve efficiency in randomized trials. But with adaptively collected data, common estimators based on sample means and inverse propensity-weighted means can be biased or heavy-tailed. This poses statistical challenges, in particular when the experimen...
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| Τόπος έκδοσης: | Proc Natl Acad Sci U S A |
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| Κύριοι συγγραφείς: | , , , , |
| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
National Academy of Sciences
2021
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| Θέματα: | |
| Διαθέσιμο Online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8054003/ https://ncbi.nlm.nih.gov/pubmed/33876748 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.2014602118 |
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