Jointly modeling time-to-event and longitudinal data: a Bayesian approach
From MaRDI portal
Publication:257646
DOI10.1007/s10260-013-0242-7zbMath1332.62416OpenAlexW2035595990WikidataQ30773626 ScholiaQ30773626MaRDI QIDQ257646
X. Joan Hu, Getachew A. Dagne, Yangxin Huang
Publication date: 17 March 2016
Published in: Statistical Methods and Applications (Search for Journal in Brave)
Full work available at URL: http://europepmc.org/articles/pmc3943431
Dirichlet processaccelerated failure time modelsemiparametric linear/nonlinear mixed-effects modelskew-elliptical distributiontime-to-event
Lua error in Module:PublicationMSCList at line 37: attempt to index local 'msc_result' (a nil value).
Related Items (3)
A flexible link for joint modelling longitudinal and survival data accounting for individual longitudinal heterogeneity ⋮ Bayesian variable selection and estimation in semiparametric joint models of multivariate longitudinal and survival data ⋮ Joint model of accelerated failure time and mechanistic nonlinear model for censored covariates, with application in HIV/AIDS
Uses Software
Cites Work
- Unnamed Item
- Inference from iterative simulation using multiple sequences
- A Bayesian analysis of some nonparametric problems
- On fundamental skew distributions
- A Bayesian Approach to Joint Mixed-Effects Models with a Skew-Normal Distribution and Measurement Errors in Covariates
- Modeling Disease Market Processes in AIDS
- Joint Inference on HIV Viral Dynamics and Immune Suppression in Presence of Measurement Errors
- Bayesian Modeling Using WinBUGS
- Mixed Effects Models for Complex Data
- Inference and missing data
- A new class of multivariate skew distributions with applications to bayesian regression models
- Distributions Generated by Perturbation of Symmetry with Emphasis on a Multivariate Skewt-Distribution
- Fundamentals of Survival Data
- Population HIV‐1 Dynamics In Vivo: Applicable Models and Inferential Tools for Virological Data from AIDS Clinical Trials
- Modelling Progression of CD4-Lymphocyte Count and Its Relationship to Survival Time
- Bayesian Inference for Skew-normal Linear Mixed Models
- Simultaneous Inference for Semiparametric Nonlinear Mixed‐Effects Models with Covariate Measurement Errors and Missing Responses
- Measurement Error in Nonlinear Models
- Hierarchical Bayesian Methods for Estimation of Parameters in a Longitudinal HIV Dynamic System
- Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)
This page was built for publication: Jointly modeling time-to-event and longitudinal data: a Bayesian approach