How does family wealth affect children's development in the short- and long-run? We address this question by exploiting a shock occurred to family’s real estate, i.e. housing damages caused by a super typhoon. Our identification strategy is based on a comparison of children, who all lived in...

How does family wealth affect children's development in the short- and long-run? We address this question by exploiting a shock occurred to family’s real estate, i.e. housing damages caused by a super typhoon. Our identification strategy is based on a comparison of children, who all lived in...

We analyze the effectiveness of further training for unemployed under two different regulatory regimes, which are featured by different assignment mechanisms and selection criteria. The first regime is characterized by a strong influence of caseworkers, because they can assign unemployed to...

In this study, we promote the estimation of alternative distributional policy parameters that identify horizontal changes in conditional distributions at quantiles from a reference distribution. The motivation underlying the introduction of these new parameters is the comparison of...

This paper discusses identification based on difference-in-differences (DiD) approaches with multiple treatments. It shows that an appropriate adaptation of the common trend assumption underlying the DiD strategy for the comparison of two treatments restricts the possibility of effect...

This paper develops a nonparametric methodology for treatment evaluation with multiple outcome periods under treatment endogeneity and missing outcomes. We use instrumental variables, pre-treatment characteristics, and short-term (or intermediate) outcomes to identify the average treatment...

We estimate the effects of active labour market policies (ALMP) on subsequent employment by nonparametric instrumental variables and matching estimators. Very informative administrative Swiss data with detailed regional information are combined with exogenous regional variation in programme...

This paper approaches the causal analysis of sequences of interventions from a potential outcome perspective. The identifying power of several different assumptions concerning the connection between the dynamic selection process and the outcomes of different sequences is discussed. The...

In this paper, the regression discontinuity design (RDD) is generalized to account for differences in observed covariates X in a fully nonparametric way. It is shown that the treatment effect can be estimated at the rate for one-dimensional nonparametric regression irrespective of the dimension...

This paper compares the inverse-probability-of-selection-weighting estimation principle with the matching principle and derives conditions for weighting and matching to identify the same and the true distribution, respectively. This comparison improves the understanding of the relation of these...