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IZA Discussion Papers

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Die IZA Discussion Papers (ISSN: 2365-9793) gilt mit ihren über 17.000 Titeln als die wichtigste Schriftenreihe dieser Art in der Arbeitsökonomie. Mitglieder des IZA-Netzwerks stellen hier ihre aktuellen Forschungsresultate vorab zur Diskussion, bevor sie Eingang in Fachzeitschriften finden. Das IZA leistet damit einen wichtigen Beitrag zur wissenschaftlichen Qualitätssicherung.

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242 IZA Discussion Papers
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. 13008
Buy Flexible, Pay More: The Role of Temporary Contracts on Wage Inequality
Andrea Albanese, Giovanni Gallo
published in: Labour Economics 2020, 64, 101814
IZA Discussion Paper No. 12875
Priority to Unemployed Immigrants? A Causal Machine Learning Evaluation of Training in Belgium
Bart Cockx, Michael Lechner, Joost Bollens
published in: Labour Economics, 2023, 80, 102306
IZA Discussion Paper No. 12839
Understanding Program Complementarities: Estimating the Dynamic Effects of a Training Program with Multiple Alternatives
Antonio Dalla-Zuanna, Kai Liu
IZA Discussion Paper No. 12801
Wild Bootstrap for Fuzzy Regression Discontinuity Designs: Obtaining Robust Bias-Corrected Confidence Intervals
Yang He, Otávio Bartalotti
published in: Econometrics Journal, 2020, 23 (2), 211–231
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
published in: Labour Economics, 2020, 65, 101855
IZA Discussion Paper No. 12470
Long-Run Effects of Dynamically Assigned Treatments: A New Methodology and an Evaluation of Training Effects on Earnings
Gerard J. van den Berg, Johan Vikström
published in: Econometrica, 2022, 90 (3), 1337-1354
IZA Discussion Paper No. 12363
Intergenerational and Intragenerational Externalities of the Perry Preschool Project
James J. Heckman, Ganesh Karapakula
IZA Discussion Paper No. 12363
Intergenerational and Intragenerational Externalities of the Perry Preschool Project
James J. Heckman, Ganesh Karapakula
IZA Discussion Paper No. 12362
The Perry Preschoolers at Late Midlife: A Study in Design-Specific Inference
James J. Heckman, Ganesh Karapakula
IZA Discussion Paper No. 12041
Average Gaps and Oaxaca's Blinder Decompositions: A Cautionary Tale about Regression Estimates of Racial Differences in Labor Market Outcomes
Tymon Sloczynski
published in: Industrial and Labor Relations Review, 2020, 73 3), 705–729
IZA Discussion Paper No. 12040
Modified Causal Forests for Estimating Heterogeneous Causal Effects
Michael Lechner
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
IZA Discussion Paper No. 11866
A General Weighted Average Representation of the Ordinary and Two-Stage Least Squares Estimands
Tymon Sloczynski
superseded by IZA Discussion Paper No. 13283
IZA Discussion Paper No. 11863
Distributional Impact Analysis: Toolkit and Illustrations of Impacts beyond the Average Treatment Effect
Guadalupe Bedoya, Luca Bittarello, Jonathan Davis, Nikolas Mittag
IZA Discussion Paper No. 11863
Distributional Impact Analysis: Toolkit and Illustrations of Impacts beyond the Average Treatment Effect
Guadalupe Bedoya, Luca Bittarello, Jonathan Davis, Nikolas Mittag
IZA Discussion Paper No. 11862
Mostly Harmless Simulations? On the Internal Validity of Empirical Monte Carlo Studies
Arun Advani, Toru Kitagawa, Tymon Sloczynski
published as 'Mostly Harmless Simulations? Using Monte Carlo Studies for Estimator Selection' in: Journal of Applied Econometrics, 2019, 34(6), 893–910
IZA Discussion Paper No. 11688
Who Benefits from Universal Child Care? Estimating Marginal Returns to Early Child Care Attendance
Thomas Cornelissen, Christian Dustmann, Anna Raute, Uta Schönberg
published in: Journal of Political Economy, 2018, 126 (6), 2356–2409
IZA Discussion Paper No. 11651
Public R&D Support and Firms' Performance: A Panel Data Study
Øivind Anti Nilsen, Arvid Raknerud, Diana-Cristina Iancu
published as 'Public R&D support and firm performance: A multivariate dose-response analysis' in: Research Policy, 2020, 49 (7), 104067.
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