论文标题

部分可观测时空混沌系统的无模型预测

Median Regularity and Honest Inference

论文作者

Kuchibhotla, Arun Kumar, Balakrishnan, Sivaraman, Wasserman, Larry

论文摘要

我们介绍了一种新的规律性概念,称为中位数规律性。我们证明,只有存在该功能的正常估计器,才有可能对功能有效的(诚实)推断。据我们所知,在文献中不可用这种规律性的概念是统一有效的推断所必需的。

We introduce a new notion of regularity of an estimator called median regularity. We prove that uniformly valid (honest) inference for a functional is possible if and only if there exists a median regular estimator of that functional. To our knowledge, such a notion of regularity that is necessary for uniformly valid inference is unavailable in the literature.

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