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.


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install.packages("pensim")

1.3.2 by Levi Waldron, 6 months ago


https://waldronlab.io/pensim


Report a bug at https://github.com/waldronlab/pensim/issues


Browse source code at https://github.com/cran/pensim


Authors: Levi Waldron <[email protected]>


Documentation:   PDF Manual  


GPL (>= 2) license


Imports parallel, penalized, MASS

Suggests survivalROC, survival, knitr


See at CRAN