counterfactuals. Different versions of the Propensity Score Matching (PSM) estimators, the Difference-In-Difference (DID) estimate …

discussed: traditional regression methods, matching, control function methods, instrumental variable and local instrumental …

The general aim of this paper is to review how matching methods try to solve the evaluation problem – with a particular … focus on propensity score matching – and their usefulness for the particular case of health programme evaluation. The … “classical” case of matching estimation with a single discrete treatment is presented as a basis for discussing recent …

large quantities of water to maintain lake levels. We use matching techniques to recover the average capitalized value of … effects and allow estimates to vary across communities. Importantly, we consider the role of imperfect matching on spatially …

informative data originating from administrative records. Using a matching estimator for multiple programmes, we find positive …

and social security records. We apply a matching estimator adapted for the case of multiple programmes. We find …

Matching has become a popular approach to estimate average treatment effects. It is based on the conditional … matching estimators are not robust. We address this problem with the bounding approach proposed by Rosenbaum (2002), where … to undermine the implications of the matching analysis. …

largely failed to validate such claims. This study utilizes the method of matching to show that the impact of stricter …