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Conference Papers Year : 2014

Analyse multi-patients de données génomiques

Abstract

MPAgenomics, standing for multi-patients analysis (MPA) of genomic markers, is an R-package devoted to: (i) efficient segmentation, and (ii) genomic marker selection from multi-patient copy number and SNP data profiles.It provides wrappers from commonly used packages to facilitate their repeated (sometimes difficult) use, offering an easy-to-use pipeline for beginners in R. The segmentation of successive multiple profiles (finding losses and gains) is based on a new automatic choice of influential parameters since default ones were misleading in the original packages. Considering multiple profiles in the same time, MPAgenomics wraps efficient penalized regression methods to select relevant markers associated with a given response.
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Dates and versions

hal-01091476 , version 1 (08-12-2014)

Identifiers

  • HAL Id : hal-01091476 , version 1

Cite

Quentin Grimonprez, Alain Celisse, Guillemette Marot. Analyse multi-patients de données génomiques. 46e Journées de Statistique, SFDS, Jun 2014, Rennes, France. ⟨hal-01091476⟩
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