1 citations · 2 across the 5 of their papers we have counts for
3 papers · 1 filter
Constructing optimal dynamic monitoring and treatment regimes: An application to hypertension care
Janie Coulombe, Dany El-Riachi, Fanxing Du +1
Hypertension is a leading cause of cardiovascular diseases and morbidity, with antihypertensive drugs and blood pressure management strategies having heterogeneous effects on patie…
Quadruply robust estimation of marginal structural models in observational studies subject to covariate-driven observations
Janie Coulombe, Shu Yang
Electronic health records and other sources of observational data are increasingly used for drawing causal inferences. The estimation of a causal effect using these data not meant…
Estimating Individualized Treatment Rules in Longitudinal Studies with Covariate-Driven Observation Times
Janie Coulombe, Erica E. M. Moodie, Susan M. Shortreed +1
The sequential treatment decisions made by physicians to treat chronic diseases are formalized in the statistical literature as dynamic treatment regimes. To date, methods for dyna…