survParamSim: Parametric Survival Simulation with Parameter Uncertainty (original) (raw)
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 |
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