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.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_0.3.0.tgz, r-oldrel (arm64): simhelpers_0.3.0.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.