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An analytic approach for interpretable predictive models in high‐dimensional data in the presence of interactions with exposures

Predicting a phenotype and understanding which variables improve that prediction are two very challenging and overlapping problems in the analysis of high‐dimensional (HD) data such as those arising from genomic and brain imaging studies. It is often believed that the number of truly important predi...

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Publicado en:Genet Epidemiol
Autores principales: Bhatnagar, Sahir Rai, Yang, Yi, Khundrakpam, Budhachandra, Evans, Alan C., Blanchette, Mathieu, Bouchard, Luigi, Greenwood, Celia M.T.
Formato: Artigo
Lenguaje:Inglês
Publicado: John Wiley and Sons Inc. 2018
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC6175336/
https://ncbi.nlm.nih.gov/pubmed/29423954
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/gepi.22112
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