This paper assesses the dynamics of treatment effects arising from variation in the duration of training. We use German ….e. days of training, to the individual post-treatment employment probability (the response). The dose-response function is … planned training durations as treatment variables: If only actual durations are observed, treatment effect estimates may be …

-in-difference matching strategy based on firm level panel data. In addition, we implement a more structural approach with a tax rate …

We investigate the matching algorithm used by the German central clearinghouse for university admissions (ZVS) in … criteria applied for admission they all make use of priority matching. In priority matching schemes, it is not a dominant … applicants, we are able to detect some amount of strategic behaviour which can lead to inefficient matching. Alternative ways to …

Having close linkages with the counterfactual concept of causality, nonparametric matching estimators have recently … causal model (RCM), the paper discusses the implementation of counterfactual analyses by propensity score matching methods … underlying matching methods relative to standard regression analysis. We then illustrate the application of matching estimators …

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. …