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IWTomics: Testing high-resolution sequence-based 'Omics' data at multiple locations and scales

Academic Article
Publication Date:
2018
abstract:
With increased generation of high-resolution sequence-based "Omics" data, detecting statistically significant effects at different genomic locations and scales has become key to addressing several scientific questions. IWTomics is an R/Bioconductor package (integrated in Galaxy) that, exploiting sophisticated Functional Data Analysis techniques (i.e. statistical techniques that deal with the analysis of curves), allows users to pre-process, visualize and test these data at multiple locations and scales. The package provides a friendly, flexible and complete workflow that can be employed in many genomic and epigenomic applications.
Iris type:
01.01 Articolo in rivista
Keywords:
bioinformatics; genomics; interval wise testing; omics; statistics; galaxy
List of contributors:
Cumbo, Fabio
Handle:
https://iris.cnr.it/handle/20.500.14243/350287
Published in:
BIOINFORMATICS (OXF., PRINT)
Journal
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http://www.scopus.com/record/display.url?eid=2-s2.0-85050817224&origin=inward
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