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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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Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Dang Lauren Eyler, Tarp Jens Magelund, Abrahamsen Trine Julie, Kvist Kajsa, Buse John B., Petersen Maya, van der Laan Mark
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: De Gruyter 2025-10-01
Saila:Journal of Causal Inference
Gaiak:
Sarrera elektronikoa:https://doi.org/10.1515/jci-2024-0041
Etiketak: Etiketa erantsi
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