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: | 0.1.2 |
Depends: | R (≥ 3.4.0) |
Imports: | magrittr (≥ 1.5), mvtnorm, rlang, purrr, forcats, dplyr, tidyr, tibble, ggplot2, survival (≥ 2.43), methods |
Suggests: | testthat (≥ 2.1.0), vdiffr, knitr, rmarkdown, survminer |
Published: | 2020-06-18 |
Author: | Kenta Yoshida [aut, cre], Laurent Claret [aut] |
Maintainer: | Kenta Yoshida <6.kurabupasu 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_0.1.2.tar.gz |
Windows binaries: | r-devel: survParamSim_0.1.2.zip, r-release: survParamSim_0.1.2.zip, r-oldrel: survParamSim_0.1.2.zip |
macOS binaries: | r-release: survParamSim_0.1.2.tgz, r-oldrel: survParamSim_0.1.2.tgz |
Old sources: | survParamSim archive |
Please use the canonical form https://CRAN.R-project.org/package=survParamSim to link to this page.