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On the Bias of Precision Estimation Under Separate Sampling

Observational case-control studies for biomarker discovery in cancer studies often collect data that are sampled separately from the case and control populations. We present an analysis of the bias in the estimation of the precision of classifiers designed on separately sampled data. The analysis co...

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Detalles Bibliográficos
Autores principales: Xie, Shuilian, Braga-Neto, Ulisses M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6636226/
https://www.ncbi.nlm.nih.gov/pubmed/31360060
http://dx.doi.org/10.1177/1176935119860822