Simple package for tidyverse-friendly statistical simulation.
The simulate R package lets users simulate quantities of interest from statistical models, accounting for estimation and fundamental uncertainty. It serves as an homage to CLARIFY and Zelig, which recently went offline for a bit on CRAN. The main goal is to provide a very barebones structure for tidy simulation that anyone can use for basic models (and can quickly adapt for new models).
The workflow consistes of a few simple functions, including equate(), calculate(), simulate(), tabulate(), and illustrate().
To install the latest development version from GitHub, use the devtools package's install_github() function!
devtools::install_github("timothyfraser/simulate")To cite package simulate in publications, please use:
- Fraser T (2022). simulate: Tidy Simulation for Statistical Models. R package version 0.0.0.9000. https://github.com/timothyfraser/simulate
A BibTeX entry for LaTeX users is
@Manual{,
title = {simulate: Tidy Simulation for Statistical Models},
author = {Timothy Fraser},
year = {2022},
note = {R package version 0.0.0.9000},
}To learn more, check out the vignette!