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.