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Validation of Nonparametric Two-Sample Bootstrap in ROC Analysis on Large Datasets

The nonparametric two-sample bootstrap is applied to computing uncertainties of measures in ROC analysis on large datasets in areas such as biometrics, speaker recognition, etc., when the analytical method cannot be used. Its validation was studied by computing the SE of the area under ROC curve usi...

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Detalhes bibliográficos
Publicado no:Commun Stat Simul Comput
Main Authors: Wu, Jin Chu, Martin, Alvin F., Kacker, Raghu N.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4971585/
https://ncbi.nlm.nih.gov/pubmed/27499571
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/03610918.2015.1065327
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