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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; … - 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
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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; … - In: Labour economics : official journal of the European … 65 (2020)
Persistent link: https://www.econbiz.de/10012522902
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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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Mikroökonometrische Evaluationsstudien : Anmerkungen zu Theorie und Praxis
Lechner, Michael - In: Qualifikation, Weiterbildung und Arbeitsmarkterfolg, (pp. 13-38). 1998
Persistent link: https://www.econbiz.de/10001324305
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The empirical analysis of East German fertility after unification : an update
Lechner, Michael - 1999
Persistent link: https://www.econbiz.de/10001364010
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Some specification tests for probit models estimated on panel data
Lechner, Michael - In: Journal of business & economic statistics : JBES ; a … 13 (1995) 4, pp. 475-488
Persistent link: https://www.econbiz.de/10001190254
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Program heterogeneity and propensity score matching : an application to the evaluation of active labor market policies
Lechner, Michael - In: The review of economics and statistics 84 (2002) 2, pp. 205-220
Persistent link: https://www.econbiz.de/10001691227
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Mikroökonometrische Evaluation arbeitsmarktpolitischer Massnahmen
Lechner, Michael - 2002
Persistent link: https://www.econbiz.de/10001710314
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Some practical issues in the evaluation of heterogenous labour market programmes by matching methods
Lechner, Michael - In: Journal of the Royal Statistical Society 165 (2002) 1, pp. 59-82
Persistent link: https://www.econbiz.de/10001645501
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The relation of different concepts of causality used in time series and microeconometrics
Lechner, Michael - In: Econometric reviews 30 (2011) 1, pp. 109-127
Persistent link: https://www.econbiz.de/10008990457