SimNPH: Simulate Non-Proportional Hazards
A toolkit for simulation studies concerning time-to-event endpoints
with non-proportional hazards. 'SimNPH' encompasses functions for simulating
time-to-event data in various scenarios, simulating different trial designs
like fixed-followup, event-driven, and group sequential designs. The package
provides functions to calculate the true values of common summary statistics
for the implemented scenarios and offers common analysis methods for
time-to-event data. Helper functions for running simulations with the
'SimDesign' package and for aggregating and presenting the results are also
included. Results of the conducted simulation study are available as
preprint: "A neutral comparison of statistical methods for time-to-event
analyses under non-proportional hazards", Klinglmueller et al. (2023)
<doi:10.48550/ARXIV.2310.05622>.
Version: |
0.5.5 |
Depends: |
SimDesign, survival, R (≥ 4.1.0) |
Imports: |
miniPCH (≥ 0.3.0), purrr (≥ 1.0.0), rlang, tibble, nph, nphRCT, car, dplyr, stringr, methods, tidyr |
Suggests: |
knitr, rmarkdown, testthat (≥ 3.0.0), covr, withr, ldbounds, ggplot2, patchwork, R.rsp |
Published: |
2024-03-04 |
DOI: |
10.32614/CRAN.package.SimNPH |
Author: |
Tobias Fellinger
[aut, cre],
Florian Klinglmueller
[aut] |
Maintainer: |
Tobias Fellinger <tobias.fellinger at ages.at> |
BugReports: |
https://github.com/SimNPH/SimNPH/issues/ |
License: |
BSL-1.0 |
URL: |
https://simnph.github.io/SimNPH/,
https://github.com/SimNPH/SimNPH/ |
NeedsCompilation: |
no |
Citation: |
SimNPH citation info |
Materials: |
README NEWS |
CRAN checks: |
SimNPH results |
Documentation:
Downloads:
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