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The finite sample performance of inference methods for propensity score matching and weighting estimators
Bodory, Hugo; Camponovo, Lorenzo; Huber, Martin; … - 2016
Persistent link: https://www.econbiz.de/10011500392
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The finite sample performance of inference methods for propensity score matching and weighting estimators
Bodory, Hugo; Camponovo, Lorenzo; Huber, Martin; … - 2016
is based on large scale labor market data from Germany and varies w.r.t. treatment selectivity, effect heterogeneity, the …
Persistent link: https://www.econbiz.de/10011452098
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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; … - 2019
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/10012060603
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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; … - 2019
Persistent link: https://www.econbiz.de/10012098947
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Direct and indirect effects of training vouchers for the unemployed
Huber, Martin; Lechner, Michael; Strittmatter, Anthony - 2015
Persistent link: https://www.econbiz.de/10011299580
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Direct and indirect effects of training vouchers for the unemployed
Huber, Martin; Lechner, Michael; Strittmatter, Anthony - 2015
Persistent link: https://www.econbiz.de/10011302445
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The finite sample performance of inference methods for propensity score matching and weighting estimators
Bodory, Hugo; Camponovo, Lorenzo; Huber, Martin; … - In: Journal of business & economic statistics : JBES ; a … 38 (2020) 1, pp. 183-200
Persistent link: https://www.econbiz.de/10012179542
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Direct and indirect effects of training vouchers for the unemployed
Huber, Martin; Lechner, Michael; Strittmatter, Anthony - 2015
Persistent link: https://www.econbiz.de/10011687849
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Why do tougher caseworkers increase employment? : the role of programme assignment as a causal mechanism
Huber, Martin; Lechner, Michael; Mellace, Giovanni - 2014
Persistent link: https://www.econbiz.de/10010437535
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The effect of disability on labour market outcomes in Germany : evidence from matching
Lechner, Michael (contributor);  … - 2003
Persistent link: https://www.econbiz.de/10002113690