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DESCRIPTION
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DESCRIPTION
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Package: MORE
Type: Package
Title: Multi-Omics REgulation (MORE)
Version: 0.1.0
Author: Maider Aguerralde Martin, Blanca Tomás Riquelme, Sonia Tarazona
Description: MORE is a method which facilitate the task of applying regression models to multi-omic data. The goal of MORE is to model gene expression as a function of experimental variables, such as treatment, and the potential regulators of a given gene. MORE has a several functionalities to filter regulators: variable selection (Lasso, ridge regression and ElasticNet), filter for regulators with low variation, for missing data and for correlated regulators.
License: GPL-2
Encoding: UTF-8
LazyData: true
biocViews: Software
Imports: igraph (>= 2.0.1), MASS, glmnet, car, psych, ltm, stringr, ropls, RColorConesa, ggplot2, RCy3, clusterProfiler, sglfast
Remotes: cytoscape/RCy3, jlaria/sglfast
Maintainer: Sonia Tarazona <[email protected]>
RoxygenNote: 7.3.1
Depends:
R (>= 2.10)