Bayesian predictive model averaging approach to joint longitudinal-survival modeling: application to an immuno-oncology clinical trial

Cites Work

Unnamed Item
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
Bayesian model averaging: A tutorial. (with comments and a rejoinder).
Using stacking to average Bayesian predictive distributions (with discussion)
Joint models with multiple longitudinal outcomes and a time-to-event outcome: a corrected two-stage approach
Quantile regression-based Bayesian joint modeling analysis of longitudinal-survival data, with application to an AIDS cohort study
Fully Exponential Laplace Approximations for the Joint Modelling of Survival and Longitudinal Data
A Bayesian Semiparametric Joint Hierarchical Model for Longitudinal and Survival Data
Dynamic Predictions and Prospective Accuracy in Joint Models for Longitudinal and Time-to-Event Data
Quantifying and comparing dynamic predictive accuracy of joint models for longitudinal marker and time‐to‐event in presence of censoring and competing risks
Bayesian Inference in Semiparametric Mixed Models for Longitudinal Data
A Predictive Approach to Model Selection
Bayesian joint modeling of bivariate longitudinal and competing risks data: An application to study patient‐ventilator asynchronies in critical care patients
Comparison of joint modeling and landmarking for dynamic prediction under an illness‐death model
Graphical calibration curves and the integrated calibration index (ICI) for survival models

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