pensim: 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.

Package details

AuthorL. Waldron, M. Pintilie, M.-S. Tsao, F. A. Shepherd, C. Huttenhower*, I. Jurisica* (*equal contribution)
MaintainerLevi Waldron <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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pensim documentation built on May 29, 2017, 1:43 p.m.