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 |