Tutorial in Joint Modeling and Prediction: A Statistical Software for Correlated Longitudinal Outcomes, Recurrent Events and a Terminal Event

Tutorial in Joint Modeling and Prediction: A Statistical Software for Correlated Longitudinal Outcomes, Recurrent Events and a Terminal Event

Extensions in the field of joint modeling of correlated data and dynamic predictions improve the development of prognosis research. The R package frailtypack provides estimations of various joint models for longitudinal data and survival events. In particular, it fits models for recurrent events and...

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Bibliographic Details
Main Authors: Agnieszka Król, Audrey Mauguen, Yassin Mazroui, Alexandre Laurent, Stefan Michiels, Virginie Rondeau
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2017-10-01
Series:Journal of Statistical Software
Subjects:
dynamic prediction
frailty
joint model
longitudinal data
predictive accuracy
R
survival analysis
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2452

Internet

https://www.jstatsoft.org/index.php/jss/article/view/2452

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