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:
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:
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