Package: rsimsum 0.13.1.9000

rsimsum: Analysis of Simulation Studies Including Monte Carlo Error

Summarise results from simulation studies and compute Monte Carlo standard errors of commonly used summary statistics. This package is modelled on the 'simsum' user-written command in 'Stata' (White I.R., 2010 <https://www.stata-journal.com/article.html?article=st0200>), further extending it with additional performance measures and functionality.

Authors:Alessandro Gasparini [cre, aut], Ian R. White [aut]

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manual.pdf |manual.html✨
card.svg |card.png
rsimsum/json (API)
NEWS

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

Bug tracker:https://github.com/ellessenne/rsimsum/issues

Pkgdown/docs site:https://ellessenne.github.io

Datasets:
  • frailty - Example of a simulation study on frailty survival models
  • frailty2 - Example of a simulation study on frailty survival models
  • MIsim - Example of a simulation study on missing data
  • MIsim2 - Example of a simulation study on missing data
  • nlp - Example of a simulation study on survival modelling
  • relhaz - Example of a simulation study on survival modelling
  • tt - Example of a simulation study on the t-test

On CRAN:

Conda:

biostatisticsmonte-carlo-errorsimulationsimulation-studysimulationsstatistics

8.34 score 31 stars 294 scripts 681 downloads 11 exports 26 dependencies

Last updated from:6041ba7a46. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK185
source / vignettesOK269
linux-release-x86_64OK187
macos-release-arm64OK190
macos-oldrel-arm64OK195
windows-develOK159
windows-releaseOK172
windows-oldrelOK141
wasm-releaseOK135

Exports:dropbigget_datais.multisimsumis.simsumis.summary.multisimsumis.summary.simsumkablemultisimsumnsimsimsumtidy

Dependencies:backportscheckmateclicpp11evaluatefarvergenericsggplot2ggridgesgluegtablehighrisobandknitrlabelinglifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithrxfunyaml

Custom input values for confidence intervals and true values

Alessandro Gasparini

Rendered fromE-custom-inputs.Rmdusingknitr::rmarkdownon May 22 2026.

Last update: 2024-02-29
Started: 2019-11-28

Introduction to rsimsum

Alessandro Gasparini

Rendered fromA-introduction.Rmdusingknitr::rmarkdownon May 22 2026.

Last update: 2026-04-15
Started: 2019-07-12

Nested loop plots

Alessandro Gasparini

Rendered fromD-nlp.Rmdusingknitr::rmarkdownon May 22 2026.

Last update: 2019-11-15
Started: 2019-07-12

rsimsum and the tidyverse

Alessandro Gasparini

Rendered fromF-rsimsumtidyverse.Rmdusingknitr::rmarkdownon May 22 2026.

Last update: 2021-03-18
Started: 2019-11-28

Simulating a simulation study

Alessandro Gasparini

Rendered fromB-relhaz.Rmdusingknitr::rmarkdownon May 22 2026.

Last update: 2019-07-12
Started: 2019-07-12

Visualising results from rsimsum

Alessandro Gasparini

Rendered fromC-plotting.Rmdusingknitr::rmarkdownon May 22 2026.

Last update: 2023-03-19
Started: 2019-07-12