machine-learning

Inference on Adaptively Collected Data

Ruohan Zhan / 2022-10-11
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It is increasingly common for data to be collected adaptively, where experimental costs are reduced progressively by assigning promising treatments more frequently. However, adaptivity also poses great challenges on post-experiment inference, since observations are dependent, and standard estimates…