simhelpers

Helper package to assist in running simulation studies

Authors

Megha Joshi

James E. Pustejovsky

CRAN Website

Monte Carlo simulations are computer experiments designed to study the performance of statistical methods under known data-generating conditions. The goal of simhelpers is to assist in running such simulation studies. The main tools in the package consist of functions to calculate measures of estimator performance, such as bias, root mean squared error, rejection rates. The functions also calculate the associated Monte Carlo standard errors (MCSE) of the performance measures. The functions use the tidyeval principles, so that they play well with dplyr and fit easily into a %>%-centric workflow.

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Citation

BibTeX citation:
@software{joshi2024,
  author = {Joshi, Megha and Pustejovsky, James E.},
  title = {Simhelpers},
  version = {0.2.0},
  date = {2024-02-29},
  url = {https://jepusto.netlify.app/software/simhelpers/},
  doi = {10.32614/CRAN.package.simhelpers},
  note = {R package},
  langid = {en}
}
For attribution, please cite this work as:
Joshi, M., & Pustejovsky, J. E. (2024). simhelpers (Version 0.2.0) [R package]. https://doi.org/10.32614/CRAN.package.simhelpers