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9 IZA Discussion Papers

IZA Discussion Paper No. 15580

Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments

Phillip Heiler, Michael C. Knaus

IZA Discussion Paper No. 15378

Sitting Next to a Dropout: Academic Success of Students with More Educated Peers

Daniel Goller, Andrea Diem, Stefan C. Wolter

IZA Discussion Paper No. 15192

Who Increases Emergency Department Use? New Insights from the Oregon Health Insurance Experiment

Augustine Denteh, Helge Liebert

IZA Discussion Paper No. 14259

The Effect of Sport in Online Dating: Evidence from Causal Machine Learning

Daniel Boller, Michael Lechner, Gabriel Okasa

IZA Discussion Paper No. 13051

Double Machine Learning Based Program Evaluation under Unconfoundedness

Michael C. Knaus

published in: Econometrics Journal, 2022, 25 (3), 602-627

IZA Discussion Paper No. 12875

Priority to Unemployed Immigrants? A Causal Machine Learning Evaluation of Training in Belgium

Bart Cockx, Michael Lechner, Joost Bollens

IZA Discussion Paper No. 12526

Does the Estimation of the Propensity Score by Machine Learning Improve Matching Estimation? The Case of Germany's Programmes for Long Term Unemployed

Daniel Goller, Michael Lechner, Andreas Moczall, Joachim Wolff

IZA Discussion Paper No. 12040

Modified Causal Forests for Estimating Heterogeneous Causal Effects

Michael Lechner

IZA Discussion Paper No. 12039

Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence

Michael C. Knaus, Michael Lechner, Anthony Strittmatter

published in: Econometrics Journal, 2021, 24 (1), 134-161

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