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We are interested in estimating the average effect of a binary treatment on a scalar outcome. If assignment to the treatment is unconfounded, that is, independe

Matching is a widely used program evaluation estimation method when treatment is assigned at random conditional on observable characteristics. When a multivalue

Specially selected from The New Palgrave Dictionary of Economics 2nd edition, each article within this compendium covers the fundamental themes within the disci

Background: The increased availability of claims data allows one to build high dimensional datasets, rich in covariates, for accurately estimating treatment eff