Experiment-selector cross-validated targeted maximum likelihood estimator for hybrid RCT-external data studies
Augmenting a randomized controlled trial (RCT) with external data may increase power at the risk of introducing bias. To select and analyze the experiment (RCT alone or combined with external data) with the optimal bias-variance tradeoff, we develop a novel experiment-selector cross-validated target...
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| Glavni autori: | , , , , , , |
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| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
De Gruyter
2025-10-01
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| Serija: | Journal of Causal Inference |
| Teme: | |
| Online pristup: | https://doi.org/10.1515/jci-2024-0041 |
| Oznake: |
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