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Correcting Classifiers for Sample Selection Bias in Two-Phase Case-Control Studies

Epidemiological studies often utilize stratified data in which rare outcomes or exposures are artificially enriched. This design can increase precision in association tests but distorts predictions when applying classifiers on nonstratified data. Several methods correct for this so-called sample sel...

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Detalles Bibliográficos
Autores principales: Krautenbacher, Norbert, Theis, Fabian J., Fuchs, Christiane
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5632994/
https://www.ncbi.nlm.nih.gov/pubmed/29312464
http://dx.doi.org/10.1155/2017/7847531