Package: simhelpers 0.3.0

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>.

Authors:Megha Joshi [aut, cre], James Pustejovsky [aut]

simhelpers_0.3.0.tar.gz
simhelpers_0.3.0.zip(r-4.5)simhelpers_0.3.0.zip(r-4.4)simhelpers_0.3.0.zip(r-4.3)
simhelpers_0.3.0.tgz(r-4.4-any)simhelpers_0.3.0.tgz(r-4.3-any)
simhelpers_0.3.0.tar.gz(r-4.5-noble)simhelpers_0.3.0.tar.gz(r-4.4-noble)
simhelpers_0.3.0.tgz(r-4.4-emscripten)simhelpers_0.3.0.tgz(r-4.3-emscripten)
simhelpers.pdf |simhelpers.html
simhelpers/json (API)
NEWS

# Install 'simhelpers' in R:
install.packages('simhelpers', repos = c('https://meghapsimatrix.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/meghapsimatrix/simhelpers/issues

Datasets:
  • Tipton_Pusto - Results for Figure 2 of Tipton & Pustejovsky
  • alpha_res - Cronbach's alpha simulation results
  • t_res - T-test simulation results
  • welch_res - Welch t-test simulation results

On CRAN:

13 exports 10 stars 2.14 score 31 dependencies 40 scripts 970 downloads

Last updated 14 days agofrom:366c9c72fb. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 04 2024
R-4.5-winOKSep 04 2024
R-4.5-linuxOKSep 04 2024
R-4.4-winOKSep 04 2024
R-4.4-macOKSep 04 2024
R-4.3-winOKSep 04 2024
R-4.3-macOKSep 04 2024

Exports:bootstrap_CIsbootstrap_pvalsbundle_simcalc_absolutecalc_coveragecalc_rejectioncalc_relativecalc_relative_varcreate_skeletonevaluate_by_rowextrapolate_coverageextrapolate_rejectionrepeat_and_stack

Dependencies:clicodetoolscpp11digestdplyrfansifurrrfuturegenericsglobalsgluelifecyclelistenvmagrittrparallellypillarpkgconfigpurrrR6rbibutilsRdpackrlangrstudioapistringistringrtibbletidyrtidyselectutf8vctrswithr

Presenting Results from Simulation Studies

Rendered fromvisualization.Rmdusingknitr::rmarkdownon Sep 04 2024.

Last update: 2020-10-12
Started: 2020-03-14

Simulation Performance Criteria and MCSE

Rendered fromMCSE.Rmdusingknitr::rmarkdownon Sep 04 2024.

Last update: 2024-09-04
Started: 2020-01-05

Simulation Workflow

Rendered fromsimulation_workflow.Rmdusingknitr::rmarkdownon Sep 04 2024.

Last update: 2024-09-03
Started: 2020-01-18