simhelpers: Helper Functions for Simulation Studies
Calculates performance criteria measures and associated Monte Carlo standard errors for simulation results. Includes functions to help run simulation studies, following a general simulation workflow that closely aligns with the approach described by Morris, White, and Crowther (2019) <doi:10.1002/sim.8086>. Also includes functions for calculating bootstrap confidence intervals (including normal, basic, studentized, percentile, bias-corrected, and bias-corrected-and-accelerated) with tidy output, as well as for extrapolating confidence interval coverage rates and hypothesis test rejection rates following techniques suggested by Boos and Zhang (2000) <doi:10.1080/01621459.2000.10474226>.
| Version: | 0.3.1 |
| Depends: | R (≥ 2.10) |
| Imports: | stats, furrr, tidyr, rstudioapi, Rdpack |
| Suggests: | dplyr, tibble, purrr, future, knitr, rmarkdown, pkgdown, covr, testthat, kableExtra, ggplot2, broom, boot |
| Published: | 2025-01-10 |
| DOI: | 10.32614/CRAN.package.simhelpers |
| Author: | Megha Joshi  [aut,
cre],
James Pustejovsky
[aut] |
| Maintainer: | Megha Joshi <megha.j456 at gmail.com> |
| BugReports: | https://github.com/meghapsimatrix/simhelpers/issues |
| License: | GPL-3 |
| URL: | https://meghapsimatrix.github.io/simhelpers/ |
| NeedsCompilation: | no |
| SystemRequirements: | RStudio |
| Materials: | NEWS |
| CRAN checks: | simhelpers results |
Documentation:
| Reference manual: | simhelpers.html , simhelpers.pdf |
| Vignettes: |
Simulation Performance Criteria and MCSE (source, R code) Simulation Workflow (source, R code) Presenting Results from Simulation Studies (source, R code) |
Downloads:
| Package source: | simhelpers_0.3.1.tar.gz |
| Windows binaries: | r-devel: simhelpers_0.3.1.zip, r-release: simhelpers_0.3.1.zip, r-oldrel: simhelpers_0.3.1.zip |
| macOS binaries: | r-release (arm64): simhelpers_0.3.1.tgz, r-oldrel (arm64): simhelpers_0.3.1.tgz, r-release (x86_64): simhelpers_0.3.1.tgz, r-oldrel (x86_64): simhelpers_0.3.1.tgz |
| Old sources: | simhelpers archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=simhelpers to link to this page.