The R package reda provides functions for simulating, exploring and modeling recurrent event data.
The main functions are summarized as follows:
simEventData
: Simulating survival, recurrent event, and
multiple event data from stochastic process point of view.
mcf
: Estimating the mean cumulative function (MCF) from a
fitted gamma frailty model, or from a sample recurrent event data by using
the nonparametic MCF estimator (the Nelson-Aelen estimator of the cumulative
hazard function).
mcfDiff
: Comparing two-sample MCFs by the pseudo-score tests
and estimating their difference over time.
rateReg
: Fitting Gamma fraitly model with spline baseline rate
function.
See the package vignettes for more introduction and demonstration.