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pensim  

Simulation of High-Dimensional Data and Parallelized Repeated Penalized Regression
View on CRAN: Click here


Download and install pensim package within the R console
Install from CRAN:
install.packages("pensim")

Install from Github:
library("remotes")
install_github("cran/pensim")

Install by package version:
library("remotes")
install_version("pensim", "1.3.6")



Attach the package and use:
library("pensim")
Maintained by
Levi Waldron
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2011-01-25
Latest Update: 2022-12-09
Description:
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.
How to cite:
Levi Waldron (2011). pensim: Simulation of High-Dimensional Data and Parallelized Repeated Penalized Regression. R package version 1.3.6, https://cran.r-project.org/web/packages/pensim. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.1 (2011-01-25 11:09), 1.0.2 (2011-02-03 09:19), 1.0.3 (2011-06-30 19:02), 1.1.3 (2011-07-23 19:15), 1.1.4 (2012-01-22 08:58), 1.2.1 (2012-01-23 21:02), 1.2.4 (2012-02-23 22:08), 1.2.6 (2013-01-15 08:03), 1.2.9 (2014-03-14 11:32), 1.3.1 (2020-03-28 05:40), 1.3.2 (2020-04-20 16:00), 1.3.3 (2021-05-11 13:40)
Other packages that cited pensim R package
View pensim citation profile
Other R packages that pensim depends, imports, suggests or enhances
Complete documentation for pensim
Functions, R codes and Examples using the pensim R package
Some associated functions: beer.exprs . beer.survival . create.data . opt.nested.crossval . opt.splitval . opt1D . opt2D . pensim-package . scan.l1l2 . 
Some associated R codes: create.data.R . opt.nested.crossval.R . opt.splitval.R . opt1D.R . opt2D.R . scan.l1l2.R .  Full pensim package functions and examples
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