CRAN/E | simIDM

simIDM

Simulating Oncology Trials using an Illness-Death Model

Installation

About

Based on the illness-death model a large number of clinical trials with oncology endpoints progression-free survival (PFS) and overall survival (OS) can be simulated, see Meller, Beyersmann and Rufibach (2019) doi:10.1002/sim.8295. The simulation set-up allows for random and event-driven censoring, an arbitrary number of treatment arms, staggered study entry and drop-out. Exponentially, Weibull and piecewise exponentially distributed survival times can be generated. The correlation between PFS and OS can be calculated.

github.com/insightsengineering/simIDM/
Bug report File report

Key Metrics

Version 0.1.0
R ≥ 3.6
Published 2023-12-11 145 days ago
Needs compilation? no
License Apache License 2.0
CRAN checks simIDM results
Language en-US

Downloads

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Last 30 days 194 -8%
Last 90 days 560 -37%
Last 365 days 2.466 +328%

Maintainer

Maintainer

Alexandra Erdmann

alexandra.erdmann@uni-ulm.de

Authors

Alexandra Erdmann

aut / cre

Kaspar Rufibach

aut

Holger Löwe

aut

Daniel Sabanés Bové

aut

F. Hoffmann-La Roche AG

cph / fnd

University of Ulm

cph / fnd

Material

NEWS
Reference manual
Package source

Vignettes

Correlation between PFS and OS
Piecewise Constant Hazards Calculations
Getting Started
Power and Type I Error Calculations

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

simIDM archive

Depends

R ≥ 3.6

Imports

checkmate
furrr
future
mstate
parallelly
stats
survival

Suggests

coxphw
knitr
mvna
prodlim
rmarkdown
rpact
testthat ≥3.0.0