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Nonuniformity of P-values Can Occur Early in Diverging Dimensions

Evaluating the joint significance of covariates is of fundamental importance in a wide range of applications. To this end, p-values are frequently employed and produced by algorithms that are powered by classical large-sample asymptotic theory. It is well known that the conventional p-values in Gaus...

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Detalles Bibliográficos
Autores principales: Fan, Yingying, Demirkaya, Emre, Lv, Jinchi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7079742/
https://www.ncbi.nlm.nih.gov/pubmed/32190012