Second-Generation P-Values, Shrinkage, and Regularized Models

Second-generation p-values (SGPVs) are a novel and intuitive extension of classical p-values that better summarize the degree to which data support scientific hypotheses. SGPVs measure the overlap between an uncertainty interval for the parameter of interest and an interval null hypothesis that repr...

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Bibliographic Details
Main Authors: Thomas G. Stewart, Jeffrey D. Blume
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-12-01
Series:Frontiers in Ecology and Evolution
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fevo.2019.00486/full