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Perform survival simulation with parametric survival model generated from 'survreg' function in 'survival' package. In each simulation coefficients are resampled from variance-covariance matrix of parameter estimates to capture uncertainty in model parameters. Prediction intervals of Kaplan-Meier estimates and hazard ratio of treatment effect can be further calculated using simulated survival data.
Version: | 0.1.6 |
Depends: | R (≥ 3.4.0) |
Imports: | broom, dplyr, forcats, ggplot2, lifecycle (≥ 0.2.0), magrittr (≥ 1.5), methods, mvtnorm, purrr, rlang, survival (≥ 2.43), tibble, tidyr (≥ 1.1) |
Suggests: | knitr, rmarkdown, survminer, testthat (≥ 2.1.0), vdiffr, withr |
Published: | 2022-06-03 |
DOI: | 10.32614/CRAN.package.survParamSim |
Author: | Kenta Yoshida [aut, cre], Laurent Claret [aut] |
Maintainer: | Kenta Yoshida <yoshida.kenta.6 at gmail.com> |
BugReports: | https://github.com/yoshidk6/survParamSim/issues |
License: | GPL-3 |
URL: | https://github.com/yoshidk6/survParamSim |
NeedsCompilation: | no |
Language: | en-US |
Materials: | README NEWS |
CRAN checks: | survParamSim results |
Reference manual: | survParamSim.pdf |
Vignettes: |
survParamSim |
Package source: | survParamSim_0.1.6.tar.gz |
Windows binaries: | r-devel: survParamSim_0.1.6.zip, r-release: survParamSim_0.1.6.zip, r-oldrel: survParamSim_0.1.6.zip |
macOS binaries: | r-release (arm64): survParamSim_0.1.6.tgz, r-oldrel (arm64): survParamSim_0.1.6.tgz, r-release (x86_64): survParamSim_0.1.6.tgz, r-oldrel (x86_64): survParamSim_0.1.6.tgz |
Old sources: | survParamSim archive |
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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.