MORE is a method which facilitate the task of applying GLMs 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 regulator: variable selection (Lasso, ridge regression and ElasticNet), filter for regulators with low variation, for missing data, for correlated regulators and stepwise methods.
Package details |
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Author | Sonia Tarazona, Blanca Tomás Riquelme |
Maintainer | Sonia Tarazona <starazona@cipf.es> |
License | GPL-2 |
Version | 0.1.0 |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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