220 citations · 371 across the 3 of their papers we have counts for
3 papers
stat.ME2011★ 60 cited
Graphical Models for Inference Under Outcome-Dependent Sampling
Vanessa Didelez, Svend Kreiner, Niels Keiding
We consider situations where data have been collected such that the sampling depends on the outcome of interest and possibly further covariates, as for instance in case-control stu…
stat.ME2010★ 220 cited
Assumptions of IV Methods for Observational Epidemiology
Vanessa Didelez, Sha Meng, Nuala A. Sheehan
Instrumental variable (IV) methods are becoming increasingly popular as they seem to offer the only viable way to overcome the problem of unobserved confounding in observational st…
math.ST2010★ 91 cited
Identifying the consequences of dynamic treatment strategies: A decision-theoretic overview
A. Philip Dawid, Vanessa Didelez
We consider the problem of learning about and comparing the consequences of dynamic treatment strategies on the basis of observational data. We formulate this within a probabilisti…