reda-package: Recurrent Event Data Analysis

In reda: Recurrent Event Data Analysis

Recurrent Event Data Analysis

Description

The R package reda provides functions for simulating, exploring and modeling recurrent event data.

Details

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.

reda documentation built on July 9, 2022, 1:06 a.m.