Penalized spline joint models for longitudinal and time-to-event data

DOI10.1080/03610926.2016.1235195zbMath1380.62253OpenAlexW2530892334MaRDI QIDQ4598617

Pham T. Huong, Alan Branford, Darfiana Nur

Publication date: 15 December 2017

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: http://www.intechopen.com/articles/show/title/penalized-spline-joint-models-for-longitudinal-and-time-to-event-data

zbMATH Keywords

longitudinal datarandom effectssurvival datatime-dependent covariatesGompertz distributionjoint models

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Reliability and life testing (62N05)

Related Items (4)

Joint models for a GLM-type longitudinal response and a time-to-event with smooth random effects ⋮ A Bayesian inference for the penalized spline joint models of longitudinal and time-to-event data: a prior sensitivity analysis ⋮ A modified two-stage approach for joint modelling of longitudinal and time-to-event data ⋮ A Bayesian approach for multi-stage models with linear time-dependent hazard rate

This page was built for publication: Penalized spline joint models for longitudinal and time-to-event data