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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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Bibliographic Details
Published in:Cancer Inform
Main Authors: Xie, Shuilian, Braga-Neto, Ulisses M
Format: Artigo
Language:Inglês
Published: SAGE Publications 2019
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6636226/
https://ncbi.nlm.nih.gov/pubmed/31360060
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/1176935119860822
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