Minimax rates and adaptivity in combining experimental and observational data

Randomized controlled trials (RCTs) are the gold standard for evaluating the causal effect of a treatment; however, they often have limited sample sizes and sometimes poor generalizability. On the other hand, non-randomized, observational data derived from large administrative databases have massive...

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Bibliographic Details
Main Authors: Chen Shuxiao, Li Sai, Zhang Bo, Ye Ting
Format: Article
Language:English
Published: De Gruyter 2025-07-01
Series:Journal of Causal Inference
Subjects:
Online Access:https://doi.org/10.1515/jci-2024-0024
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