2 papers
stat.ME2024
Nonparametric assessment of regimen response curve estimators
Cuong Pham, Benjamin R. Baer, Ashkan Ertefaie
Marginal structural models have been widely used in causal inference to estimate mean outcomes under either a static or a prespecified set of treatment decision rules. This approac…
stat.ME2022
Sensitivity analysis for constructing optimal regimes in the presence of treatment non-compliance
Cuong T. Pham, Kevin G. Lynch, James R. McKay +1
The current body of research on developing optimal treatment strategies often places emphasis on intention-to-treat analyses, which fail to take into account the compliance behavio…