Before revision:  Monte Carlo simulations suggest that both approaches work well in practice, the second being actually very competitivefor usual sample sizes .
After revision:  Monte Carlo simulations suggest that both approaches work well in practice, the second being often very competitive. Finally, we show that our results also apply to average treatment effects, the average structural functions and ordered, fixed effects logit models .