Goodness of fit by Neyman-Pearson testing

The Neyman-Pearson strategy for hypothesis testing can be employed for goodness of fit if the alternative hypothesis is selected from data by exploring a rich parametrised family of models, while controlling the impact of statistical fluctuations. The New Physics Learning Machine (NPLM) methodology...

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Bibliographic Details
Main Author: Gaia Grosso, Marco Letizia, Maurizio Pierini, Andrea Wulzer
Format: Article
Language:English
Published: SciPost 2024-05-01
Series:SciPost Physics
Online Access:https://scipost.org/SciPostPhys.16.5.123