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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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Dettagli Bibliografici
Pubblicato in:Genet Epidemiol
Autori principali: Bhatnagar, Sahir Rai, Yang, Yi, Khundrakpam, Budhachandra, Evans, Alan C., Blanchette, Mathieu, Bouchard, Luigi, Greenwood, Celia M.T.
Natura: Artigo
Lingua:Inglês
Pubblicazione: John Wiley and Sons Inc. 2018
Soggetti:
Accesso online: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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