Before revision:  Given these and alternative assumptions  we estimate this effect using modern doubly robust effect estimators, i.e.  longitudinal targeted maximum likelihood estimators.
After revision:  Given these and alternative assumptions , we estimate this effect using modern doubly robust effect estimators, i.e. longitudinal targeted maximum likelihood estimators.