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.

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Description file content

Package
survParamSim
Type
Package
Title
Parametric Survival Simulation with Parameter Uncertainty
Version
0.1.0
Description
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.
License
GPL-3
Encoding
UTF-8
LazyData
true
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
RoxygenNote
7.0.2
Language
en-US
URL
BugReports
https://github.com/yoshidk6/survParamSim/issues
VignetteBuilder
knitr
NeedsCompilation
no
Packaged
2020-01-11 05:29:55 UTC; rokuk
Author
Kenta Yoshida [aut, cre] (), Laurent Claret [aut]
Maintainer
Kenta Yoshida
Repository
CRAN
Date/Publication
2020-01-13 17:00:02 UTC

install.packages('survParamSim')

0.1.0

11 days ago

https://github.com/yoshidk6/survParamSim

Kenta Yoshida

GPL-3

Depends on

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

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