README.md

In jolars/strong.SLOPE.simulations: Data and Source Code for Simulations for the SLOPE Strong Rule Paper

strong.SLOPE.simulations

This repository contains code to reproduce the simulations from the Strong Screening Rule for SLOPE paper and the data from those simulations.

Source code

The source code for the simulations, including the slurm scripts involved, can be found in the data-raw folder. This repository uses packrat, which means all the packages used in the simulations are frozen in time and stored here on this website. So to make sure you run the simulations with the correct set of packages, please clone this repo and call

packrat::on()
packrat::restore()

before running the simulations.

Data sets

The easiest way to access the actual datasets generated from the simulations is to install this repository as an R package using

devtools::install_github("jolars/strong.SLOPE.simulations")

but it is also possible to access the data files directly via the data folder.

jolars/strong.SLOPE.simulations documentation built on Aug. 10, 2020, 8:45 a.m.