Section: New Software and Platforms
MPAGenomics
Keywords: Segmentation - Genomics - Marker selection - Biostatistics
Scientific Description
MPAgenomics (Multi-Patient Analysis of Genomic markers) is an R package for multi-patients analysis of genomics markers. It enables to study several copy number and SNP data profiles at the same time. It offers wrappers from commonly used packages to offer a pipeline for beginners in R. It also proposes a special way of choosing some crucial parameters to change some default values which were not adapted in the original packages. For multi-patients analysis, it wraps some penalized regression methods implemented in HDPenReg.
Functional Description
MPAgenomics provides functions to preprocess and analyze genomic data. It is devoted to: (i) efficient segmentation and (ii) genomic marker selection from multi-patient copy number and SNP data profiles.
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Participants: Quentin Grimonprez, Guillemette Marot and Samuel Blanck
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URL: https://cran.r-project.org/web/packages/MPAgenomics/index.html