Simulation of High-Dimensional Data and Parallelized Repeated Penalized Regression

Simulation of continuous, correlated high-dimensional data with time to event or binary response, and parallelized functions for Lasso, Ridge, and Elastic Net penalized regression with repeated starts and two-dimensional tuning of the Elastic Net.


Reference manual

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1.3.3 by Levi Waldron, 8 months ago

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Authors: Levi Waldron <[email protected]>

Documentation:   PDF Manual  

GPL (>= 2) license

Imports parallel, penalized, MASS

Suggests survivalROC, survival, rmarkdown, knitr

See at CRAN