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Based on the illness-death model a large number of clinical trials with oncology endpoints progression-free survival (PFS) and overall survival (OS) can be simulated, see Meller, Beyersmann and Rufibach (2019) <doi:10.1002/sim.8295>. The simulation set-up allows for random and event-driven censoring, an arbitrary number of treatment arms, staggered study entry and drop-out. Exponentially, Weibull and piecewise exponentially distributed survival times can be generated. The correlation between PFS and OS can be calculated.
Version: | 0.1.0 |
Depends: | R (≥ 3.6) |
Imports: | checkmate, furrr, future, mstate, parallelly, stats, survival |
Suggests: | coxphw, knitr, mvna, prodlim, rmarkdown, rpact, testthat (≥ 3.0.0) |
Published: | 2023-12-11 |
DOI: | 10.32614/CRAN.package.simIDM |
Author: | Alexandra Erdmann [aut, cre], Kaspar Rufibach [aut], Holger Löwe [aut], Daniel Sabanés Bové [aut], F. Hoffmann-La Roche AG [cph, fnd], University of Ulm [cph, fnd] |
Maintainer: | Alexandra Erdmann <alexandra.erdmann at uni-ulm.de> |
BugReports: | https://github.com/insightsengineering/simIDM/issues |
License: | Apache License 2.0 |
URL: | https://github.com/insightsengineering/simIDM/ |
NeedsCompilation: | no |
Language: | en-US |
Materials: | NEWS |
CRAN checks: | simIDM results |
Reference manual: | simIDM.pdf |
Vignettes: |
Correlation between PFS and OS Piecewise Constant Hazards Calculations Getting Started Power and Type I Error Calculations |
Package source: | simIDM_0.1.0.tar.gz |
Windows binaries: | r-devel: simIDM_0.1.0.zip, r-release: simIDM_0.1.0.zip, r-oldrel: simIDM_0.1.0.zip |
macOS binaries: | r-release (arm64): simIDM_0.1.0.tgz, r-oldrel (arm64): simIDM_0.1.0.tgz, r-release (x86_64): simIDM_0.1.0.tgz, r-oldrel (x86_64): simIDM_0.1.0.tgz |
Old sources: | simIDM archive |
Please use the canonical form https://CRAN.R-project.org/package=simIDM to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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