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DP15840 The Gender Pay Gap Revisited with Big Data: Do Methodological Choices Matter? 智库出版物
2021
作者:  Anthony Strittmatter;  Conny Wunsch
收藏  |  浏览/下载:3/0  |  提交时间:2022/09/22
Gender inequality  Gender pay gap  Common support  Model specification  Matching estimator  Machine learning  
DP13402 Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence 智库出版物
2018
作者:  Michael Lechner;  Anthony Strittmatter
收藏  |  浏览/下载:3/0  |  提交时间:2022/09/22
Causal machine learning  Conditional average treatment effects  Selection-on-observables  Random forest  Causal forest  Lasso  
DP13257 Religiosity and Terrorism: Evidence from Ramadan Fasting 智库出版物
2018
作者:  Roland Hodler;  Paul Raschky;  Anthony Strittmatter
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Terrorism  Economics of religion  
DP12224 Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach 智库出版物
2017
作者:  Michael Lechner;  Anthony Strittmatter
收藏  |  浏览/下载:2/0  |  提交时间:2022/09/22
Machine learning  Individualized treatment effects  Conditional average treatment effects  Active labour market policy  
DP10650 Direct and indirect effects of training vouchers for the unemployed 智库出版物
2015
作者:  Michael Lechner;  Martin Huber;  Anthony Strittmatter
收藏  |  浏览/下载:2/0  |  提交时间:2022/09/22
Causal channels  Causal mechanisms  Direct effects  Indirect effects  Matching estimation  Mediation analysis  Training programmes  Voucher award