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simMSM (version 1.1.42)

Simulation of Event Histories for Multi-State Models

Description

Simulation of event histories with possibly non-linear baseline hazard rate functions, non-linear (time-varying) covariate effect functions, and dependencies on the past of the history. Random generation of event histories is performed using inversion sampling on the cumulative all-cause hazard rate functions.

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Version

Install

install.packages('simMSM')

Monthly Downloads

170

Version

1.1.42

License

GPL (>= 2)

Maintainer

Holger Reulen

Last Published

May 6th, 2022

Functions in simMSM (1.1.42)

plotcph

Cox PH Model Effect Estimates Illustration
mplskeleton

Build Up a Model Parameter List Skeleton
pmeskeleton

Build Up a Partial Markov Model Linear Predictor List Skeleton
tolongformat

Transforms Data Frame into Long Format Design
plotbe

Breslow Estimator of the Cumulative Baseline Hazard Rate Function
simeventhistories

Simulate Event Histories
plotnae

Nelson-Aalen Estimators for Simulated Event History Data