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SimEngine

A modular framework for statistical simulations in R

Overview

SimEngine is an open-source R package for structuring, maintaining, running, and debugging statistical simulations on both local and cluster-based computing environments.

Installation

The latest stable version of SimEngine can be installed from CRAN using install.packages():

install.packages("SimEngine")

The current development version can be installed using devtools::install_github():

devtools::install_github(repo="Avi-Kenny/SimEngine")

Documentation

The full package documentation can be found at https://avi-kenny.github.io/SimEngine/.

Bugs reports and feature requests

To submit a bug report or request a new feature, please submit a new GitHub Issue.

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Version

Install

install.packages('SimEngine')

Monthly Downloads

230

Version

1.4.0

License

GPL-3

Maintainer

Avi Kenny

Last Published

April 4th, 2024

Functions in SimEngine (1.4.0)

new_sim

Create a new simulation object
SimEngine-package

SimEngine: A Modular Framework for Statistical Simulations in R
set_config

Modify the simulation configuration
set_script

Set the "simulation script"
set_levels

Set simulation levels
run_on_cluster

Framework for running simulations on a cluster computing system
run

Run the simulation
js_support

Display information about currently-supported job schedulers
get_complex

Access internal simulation variables
batch

Run a block of code as part of a batch
use_method

Use a method
update_sim_on_cluster

Framework for updating simulations on a cluster computing system
update_sim

Update a simulation
summarize

Summarize simulation results
vars

Access internal simulation variables