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

Lechner, Michael; Wunsch, Conny - 2011

Based on new, exceptionally informative and large German linked employer-employee administrative data, we investigate the question whether the omission of important control variables in matching estimation leads to biased impact estimates of typical active labour market programs for the...

Persistent link: https://www.econbiz.de/10008989383

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

Predicting match outcomes in football by an Ordered Forest estimator

Goller, Daniel; Knaus, Michael C.; Lechner, Michael; … - In: A modern guide to sports economics, (pp. 335-355). 2021

Persistent link: https://www.econbiz.de/10013168878

Nonparametric estimation of non-exchangeable latent-variable models

Bonhomme, Stéphane; Jochmans, Koen; Robin, Jean-Marc - In: Journal of econometrics 201 (2017) 2, pp. 237-248

Persistent link: https://www.econbiz.de/10011918770

Bias-corrected estimation of panel vector autoregressions

Dhaene, Geert; Jochmans, Koen - In: Economics letters 145 (2016), pp. 98-103

Persistent link: https://www.econbiz.de/10011618237

Bias in instrumental-variable estimators of fixed-effect models for count data

Jochmans, Koen - In: Economics letters 212 (2022), pp. 1-4

Persistent link: https://www.econbiz.de/10013442037

Instrumental-variable estimation of exponential-regression models with two-way fixed effects with an application to gravity equations

Jochmans, Koen; Verardi, Vincenzo - In: Journal of applied econometrics 37 (2022) 6, pp. 1121-1137

Persistent link: https://www.econbiz.de/10013464660

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