2 papers
stat.ME2026
A Bayesian Approach for Nonignorable Dropout in Bivariate Longitudinal Models
Andrea Gabrio, Michael J. Daniels, Gianluca Baio
Longitudinal data collected in clinical trials are almost always incomplete due to some of the participants dropping out from the study during the planned follow-up. A common strat…
stat.ME2025
Diffusion piecewise exponential models for survival extrapolation using Piecewise Deterministic Monte Carlo
Luke Hardcastle, Samuel Livingstone, Gianluca Baio
The piecewise exponential model is a flexible non-parametric approach for time-to-event data, but extrapolation beyond final observation times typically relies on random walk prior…