3 papers
stat.ME2025
Model selection with uncertainty in estimating optimal dynamic treatment regimes
Chunyu Wang, Brian Tom
Optimal dynamic treatment regimes (DTRs), as a key part of precision medicine, have progressively gained more attention recently. To inform clinical decision making, interpretable…
stat.ME2025
Bayesian semiparametric modelling of biomarker variability in joint models
Sida Chen, Jessica K. Barrett, Marco Palma +2
There is growing interest in the role of within-individual variability (WIV) in biomarker trajectories for assessing disease risk and progression. A trajectory-based definition tha…
stat.OT2025
A tutorial on optimal dynamic treatment regimes
Chunyu Wang, Brian DM Tom
A dynamic treatment regime is a sequence of treatment decision rules tailored to an individual's evolving status over time. In precision medicine, much focus has been placed on fin…