2 papers
stat.ME2024
On Flexible Inverse Probability of Treatment and Intensity Weighting: Informative Censoring, Variable Inclusion, and Weight Trimming
Grace Tompkins, Joel A Dubin, Michael Wallace
Many observational studies feature irregular longitudinal data, where the observation times are not common across individuals in the study. Further, the observation times may be re…
stat.ME2024
Optimal Dynamic Treatment Regime Estimation in the Presence of Nonadherence
Dylan Spicker, Michael P. Wallace, Grace Y. Yi
Dynamic treatment regimes (DTRs) are sequences of functions that formalize the process of precision medicine. DTRs take as input patient information and output treatment recommenda…