status on labour market outcomes using matching methods associated with treatment effect techniques for program evaluation …

Matching estimators are widely used in statistical data analysis. However, the distribution of matching estimators has … matching estimators. This representation allows the use of martingale limit theorems to derive the asymptotic distribution of … matching estimators. As an illustration of the applicability of the theory, we derive the asymptotic distribution of a matching …

This paper discusses the evaluation problem using observational data when the timing of treatment is an outcome of a … suggest easy-to-use nonparametric survival function matching estimators. These estimators can be used to estimate the time …

In this paper I present a methodology that uses matching comparisons to explain gender differences in wages. The …% of the male and female working populations respectively. The matching methodology allows us to quantify the effect of …

This paper investigates the method of matching regarding two crucial implementation choices, the distance measure and … the type of algorithm. We implement optimal full matching - a fully efficient algorithm - and present a framework for … that decisions regarding the matching algorithm depend on the structure of the data: In the case of strong selection into …

This paper proposes sequential matching and inverse selection probability weighting to estimate dynamic causal effects …. The sequential matching estimators extend simple, matching estimators based on propensity scores for static causal … analysis that have been frequently applied in the evaluation literature. A Monte Carlo study shows that the suggested …

We analyze the consequences of counseling provided to job seekers in a standard job search and matching model. It turns …

This paper provides a simple matching model in which unemployed workers and employers in large firms can be matched …