Package: rsimsum 0.13.0.9000

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 [aut, cre], Ian R. White [aut]

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rsimsum.pdf |rsimsum.html✨
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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 site:https://ellessenne.github.io

Datasets:
  • MIsim - Example of a simulation study on missing data
  • MIsim2 - Example of a simulation study on missing data
  • frailty - Example of a simulation study on frailty survival models
  • frailty2 - Example of a simulation study on frailty survival models
  • 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:

biostatisticsmonte-carlo-errorsimulationsimulation-studysimulationsstatistics

8.17 score 28 stars 148 scripts 335 downloads 11 exports 37 dependencies

Last updated 9 months agofrom:7ac2502f4c. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 10 2025
R-4.5-winOKFeb 10 2025
R-4.5-macOKFeb 10 2025
R-4.5-linuxOKFeb 10 2025
R-4.4-winOKFeb 10 2025
R-4.4-macOKFeb 10 2025
R-4.3-winOKFeb 10 2025
R-4.3-macOKFeb 10 2025

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

Dependencies:backportscheckmateclicolorspaceevaluatefansifarvergenericsggplot2ggridgesgluegtablehighrisobandknitrlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithrxfunyaml

Custom input values for confidence intervals and true values

Alessandro Gasparini

Rendered fromE-custom-inputs.Rmdusingknitr::rmarkdownon Feb 10 2025.

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

Introduction to rsimsum

Alessandro Gasparini

Rendered fromA-introduction.Rmdusingknitr::rmarkdownon Feb 10 2025.

Last update: 2023-04-20
Started: 2019-07-12

Nested loop plots

Alessandro Gasparini

Rendered fromD-nlp.Rmdusingknitr::rmarkdownon Feb 10 2025.

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

rsimsum and the tidyverse

Alessandro Gasparini

Rendered fromF-rsimsumtidyverse.Rmdusingknitr::rmarkdownon Feb 10 2025.

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

Simulating a simulation study

Alessandro Gasparini

Rendered fromB-relhaz.Rmdusingknitr::rmarkdownon Feb 10 2025.

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

Visualising results from rsimsum

Alessandro Gasparini

Rendered fromC-plotting.Rmdusingknitr::rmarkdownon Feb 10 2025.

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