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

AuthorLevi Waldron <lwaldron.research@gmail.com>
MaintainerLevi Waldron <lwaldron.research@gmail.com>
LicenseGPL (>= 2)
Version1.3.2
URL https://waldronlab.io/pensim
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("pensim")

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pensim documentation built on April 20, 2020, 5:05 p.m.