45 citations · 53 across the 8 of their papers we have counts for
3 papers · 1 filter
The Complex Estimand of Clone-Censor-Weighting When Studying Treatment Initiation Windows
Michael Webster-Clark, Yi Li, Sophie Dell Aniello +1
Clone-censor-weighting (CCW) is an analytic method for studying treatment regimens that are indistinguishable from one another at baseline without relying on landmark dates or crea…
Estimating the Marginal Effect of a Continuous Exposure on an Ordinal Outcome using Data Subject to Covariate-Driven Treatment and Visit Processes
Janie Coulombe, Erica E M Moodie, Robert W Platt
In the statistical literature, a number of methods have been proposed to ensure valid inference about marginal effects of variables on a longitudinal outcome in settings with irreg…
A Targeted Approach to Confounder Selection for High-Dimensional Data
Asad Haris, Robert Platt
We consider the problem of selecting confounders for adjustment from a potentially large set of covariates, when estimating a causal effect. Recently, the high-dimensional Propensi…