Neyman–Pearson lemma

GPTKB entity

Statements (19)
Predicate Object
gptkbp:instanceOf statistical theorem
gptkbp:appliesTo simple hypothesis
gptkbp:describes most powerful test
gptkbp:field statistics
hypothesis testing
https://www.w3.org/2000/01/rdf-schema#label Neyman–Pearson lemma
gptkbp:influenced development of modern hypothesis testing
gptkbp:namedAfter gptkb:Egon_Pearson
gptkb:Jerzy_Neyman
gptkbp:publishedIn 1933
gptkbp:relatedTo gptkb:Type_II_error
gptkb:Type_I_error
likelihood ratio test
power of a test
gptkbp:state For testing simple hypotheses, the likelihood-ratio test is the most powerful test at a given significance level.
gptkbp:usedFor statistical hypothesis testing
gptkbp:bfsParent gptkb:Egon_Pearson
gptkb:Jerzy_Neyman
gptkbp:bfsLayer 5