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Sensitivity of matching-based program evaluations to the availability of control variables

Lechner, Michael; Wunsch, Conny - In: Labour economics : official journal of the European … 21 (2013), pp. 111-121

Persistent link: https://www.econbiz.de/10009737246

Mozart or Pelé? : the effects of adolescents' participation in music and sports

Cabane, Charlotte; Hille, Adrian; Lechner, Michael - In: Labour economics : official journal of the European … 41 (2016), pp. 90-103

Persistent link: https://www.econbiz.de/10011703449

Does the estimation of the propensity score by machine learning improve matching estimation? : the case of Germany's programmes for long term unemployed

Goller, Daniel; Lechner, Michael; Moczall, Andreas; … - 2020

Matching-type estimators using the propensity score are the major workhorse in active labour market policy evaluation. This work investigates if machine learning algorithms for estimating the propensity score lead to more credible estimation of average treatment effects on the treated using a...

Persistent link: https://www.econbiz.de/10012165548

Does the estimation of the propensity score by machine learning improve matching estimation? : the case of Germany's programmes for long term unemployed

Goller, Daniel; Lechner, Michael; Moczall, Andreas; … - In: Labour economics : official journal of the European … 65 (2020)

Persistent link: https://www.econbiz.de/10012522902