simMSM: Simulation of Event Histories for Multi-State Models

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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.

Author
Holger Reulen
Date of publication
2015-03-03 13:08:07
Maintainer
Holger Reulen <hreulen@uni-goettingen.de>
License
GPL (>= 2)
Version
1.1.41

View on CRAN

Man pages

mplskeleton
Build Up a Model Parameter List Skeleton
plotbe
Breslow Estimator of the Cumulative Baseline Hazard Rate...
plotcph
Cox PH Model Effect Estimates Illustration
plotnae
Nelson-Aalen Estimators for Simulated Event History Data
pmeskeleton
Build Up a Partial Markov Model Linear Predictor List...
simeventhistories
Simulate Event Histories
tolongformat
Transforms Data Frame into Long Format Design

Files in this package

simMSM
simMSM/NAMESPACE
simMSM/R
simMSM/R/plotcph.R
simMSM/R/simCR.R
simMSM/R/mplskeleton.R
simMSM/R/plotbe.R
simMSM/R/pmeskeleton.R
simMSM/R/hr.R
simMSM/R/allcausehr.R
simMSM/R/simexit.R
simMSM/R/plotnae.R
simMSM/R/cumallcausehr.R
simMSM/R/simsinglehistory.R
simMSM/R/TraFromMpl.R
simMSM/R/tolongformat.R
simMSM/R/simto.R
simMSM/R/meancentering.R
simMSM/R/simexitinner.R
simMSM/R/simeventhistories.R
simMSM/R/unirootf.R
simMSM/R/simEBMT.R
simMSM/MD5
simMSM/DESCRIPTION
simMSM/man
simMSM/man/plotbe.Rd
simMSM/man/plotcph.Rd
simMSM/man/pmeskeleton.Rd
simMSM/man/mplskeleton.Rd
simMSM/man/tolongformat.Rd
simMSM/man/plotnae.Rd
simMSM/man/simeventhistories.Rd