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
Published in: