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. Our derivation and explanation of formulas and our general simulation workflow is closely aligned with the approach described by Morris, White, and Crowther (2019) <doi:10.1002/sim.8086>.

Version: 0.2.1
Depends: R (≥ 2.10)
Imports: stats, furrr, tidyr, tibble, rstudioapi, Rdpack
Suggests: dplyr, plyr, purrr, future, knitr, rmarkdown, pkgdown, covr, testthat, kableExtra, ggplot2, broom
Published: 2024-02-29
DOI: 10.32614/CRAN.package.simhelpers
Author: Megha Joshi ORCID iD [aut, cre], James Pustejovsky ORCID iD [aut]
Maintainer: Megha Joshi <megha.j456 at>
License: GPL-3
NeedsCompilation: no
SystemRequirements: RStudio
Materials: NEWS
CRAN checks: simhelpers results


Reference manual: simhelpers.pdf
Vignettes: Simulation Performance Criteria and MCSE
Simulation Workflow
Presenting Results from Simulation Studies


Package source: simhelpers_0.2.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): simhelpers_0.2.1.tgz, r-oldrel (arm64): simhelpers_0.2.1.tgz, r-release (x86_64): simhelpers_0.2.1.tgz, r-oldrel (x86_64): simhelpers_0.2.1.tgz
Old sources: simhelpers archive


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