A review and evaluation of standard methods to handle missing data on time-varying confounders in marginal structural models

Clemence Leyrat, James R Carpenter, Sebastien Bailly +1

Marginal structural models (MSMs) are commonly used to estimate causal intervention effects in longitudinal non-randomised studies. A common issue when analysing data from observat…