lol - lots of lassos

The package contains various optimization methods for matrix-to-matrix Lasso inference, such as cross-validation, randomised lasso, subsampling lasso etc. It is specifically designed for multicollinear predictor variables. Therefore, lol is particularly suitable for association study to delineate the trans-regulation relations between DNA copy number abberations and RNA expression levels.

lol

Download and Installation

You can download the package from Bioconductor.
To install this package directly in R type:

	source("http://bioconductor.org/biocLite.R")
	biocLite("lol")
	

References

R

Developers

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