3 papers
stat.ME2026
Bayesian variable and hazard structure selection in the General Hazard model
Yulong Chen, Jim Griffin, Francisco Javier Rubio
The proportional hazards (PH) and accelerated failure time (AFT) models are the most widely used hazard structures for analysing time-to-event data. When the goal is to identify va…
stat.AP2026
Modelling between- and within-season trajectories in elite athletic performance data
M. Spyropoulou, J. G. Hopker, J. E. Griffin
Athletic performance follows a typical pattern of improvement and decline during a career. This pattern is also often observed within-seasons, as an athlete aims for their performa…
stat.ME2024
Expressing and visualizing model uncertainty in Bayesian variable selection using Cartesian credible sets
J. E. Griffin
Modern regression applications can involve hundreds or thousands of variables which motivates the use of variable selection methods. Bayesian variable selection defines a posterior…