Causal inference for continuous-time processes when covariates are observed only at discrete times

Mingyuan Zhang, Marshall M. Joffe, Dylan S. Small

Most of the work on the structural nested model and g-estimation for causal inference in longitudinal data assumes a discrete-time underlying data generating process. However, in s…