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Universal inference

We propose a general method for constructing confidence sets and hypothesis tests that have finite-sample guarantees without regularity conditions. We refer to such procedures as “universal.” The method is very simple and is based on a modified version of the usual likelihood-ratio statistic that we...

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Detalhes bibliográficos
Publicado no:Proc Natl Acad Sci U S A
Main Authors: Wasserman, Larry, Ramdas, Aaditya, Balakrishnan, Sivaraman
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7382245/
https://ncbi.nlm.nih.gov/pubmed/32631986
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1922664117
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