A flexible approach to sequential prediction under intervention

Matthew Sperrin, Bowen Jiang, Joyce Huang +2

We propose a causal predictive framework for estimating risk under preventative interventions. The Unexposed Mediator Model maintains mediators that are also predictors at their un…