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Impact of Correlation on Predictive Ability of Biomarkers

In this paper we investigate how the correlation structure of independent variables affects the discrimination of risk prediction model. Using multivariate normal data and binary outcome we prove that zero correlation among predictors is often detrimental for discrimination in a risk prediction mode...

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Bibliografiske detaljer
Main Authors: Demler, Olga V., Pencina, Michael J., D'Agostino, Ralph B.
Format: Artigo
Sprog:Inglês
Udgivet: 2013
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4177016/
https://ncbi.nlm.nih.gov/pubmed/23640729
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.5824
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