canonical model is Rubin's causal model, which is close to Roy's selectivity model. This model is the relevant framework for …-treated individuals. For each set of assumptions (selectivity on observable or unobservable characteristics, conditional independence … between outcomes and treatment indicators, etc.), we present the most adapted estimation method. We put a special emphasis on …