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) matching estimates of Active Labor Market Policies (ALMPs) based on the selection-on-observables assumption are to typically … confounders. However, results also show that matching on the PS using only typically observed covariates reduces imbalance in … matching approach based on rich and high quality administrative data appears to be sufficient to obtain estimates that are …
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We assess the impact of the timing of lockdown measures implemented in Germany and Switzerland on cumulative COVID-19 … regression (Germany and Switzerland), doubly robust estimation (Germany), or synthetic controls (Switzerland). We find for both …
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This paper extends the evaluation of direct and indirect treatment effects, i.e., mediation analysis, to the case that outcomes are only partially observed due to sample selection or outcome attrition. We assume sequential conditional independence of the treatment and the mediator, i.e., the...
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