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TESTING SIGNIFICANCE OF FEATURES BY LASSOED PRINCIPAL COMPONENTS
We consider the problem of testing the significance of features in high-dimensional settings. In particular, we test for differentially-expressed genes in a microarray experiment. We wish to identify genes that are associated with some type of outcome, such as survival time or cancer type. We propos...
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| Autors principals: | , |
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| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
2008
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2743444/ https://ncbi.nlm.nih.gov/pubmed/19756232 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/08-AOAS182SUPP |
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