Regression Modeling for Recurrent Events Possibly with an Informative Terminal Event Using R Package reReg
Dublin Core
Title
Regression Modeling for Recurrent Events Possibly with an Informative Terminal Event Using R Package reReg
Subject
event plot, frailty, joint model, mean cumulative function, simulation, survival
data.
data.
Description
Recurrent event analyses have found a wide range of applications in biomedicine, public
health, and engineering, among others, where study subjects may experience a sequence of
event of interest during follow-up. The R package reReg offers a comprehensive collection
of practical and easy-to-use tools for regression analysis of recurrent events, possibly with
the presence of an informative terminal event. The regression framework is a general scalechange model which encompasses the popular Cox-type model, the accelerated rate model,
and the accelerated mean model as special cases. Informative censoring is accommodated
through a subject-specific frailty without any need for parametric specification. Different
regression models are allowed for the recurrent event process and the terminal event. Also
included are visualization and simulation tools
health, and engineering, among others, where study subjects may experience a sequence of
event of interest during follow-up. The R package reReg offers a comprehensive collection
of practical and easy-to-use tools for regression analysis of recurrent events, possibly with
the presence of an informative terminal event. The regression framework is a general scalechange model which encompasses the popular Cox-type model, the accelerated rate model,
and the accelerated mean model as special cases. Informative censoring is accommodated
through a subject-specific frailty without any need for parametric specification. Different
regression models are allowed for the recurrent event process and the terminal event. Also
included are visualization and simulation tools
Creator
Sy Han Chiou
Source
https://www.jstatsoft.org/article/view/v105i05
Publisher
https://www.jstatsoft.org/article/view/v105i05
Date
January 2023
Contributor
Fajar Bagus W
Format
PDF
Language
English
Type
Text
Files
Collection
Citation
Sy Han Chiou, “Regression Modeling for Recurrent Events Possibly with an Informative Terminal Event Using R Package reReg,” Repository Horizon University Indonesia, accessed April 4, 2025, https://repository.horizon.ac.id/items/show/8286.