Fits successive Lasso models for several blocks of (omics) data with different priorities and takes the predicted values as an offset for the next block.

Documentation

Manual: prioritylasso.pdf
Vignette: prioritylasso Vignette

Maintainer: Simon Klau <simonklau at ibe.med.uni-muenchen.de>

Author(s): Simon Klau, Anne-Laure Boulesteix

Install package and any missing dependencies by running this line in your R console:

install.packages("prioritylasso")

Depends R (>= 2.10.0)
Imports survival, glmnet
Suggests testthat, knitr, rmarkdown, pROC
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Package prioritylasso
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Version 0.1.0
Published 2017-03-16
License GPL-2
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NeedsCompilation no
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Package source prioritylasso_0.1.0.tar.gz