Exact uniformly most powerful postselection confidence distributions

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چکیده

A conditioning on the event of having selected one model from a set possibly misspecified normal linear regression models, leads to construction uniformly optimal conditional confidence distributions. They can be used for valid post-selection inference. The constructed distributions are finite sample exact and encompass all information regarding focus parameter in model. This includes intervals at significance levels most powerful hypothesis tests.

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ژورنال

عنوان ژورنال: Scandinavian Journal of Statistics

سال: 2022

ISSN: ['0303-6898', '1467-9469']

DOI: https://doi.org/10.1111/sjos.12581