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survParamSim: Parametric Survival Simulation with Parameter Uncertainty
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 |
Documentation:
Downloads:
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https://CRAN.R-project.org/package=survParamSim
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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.
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