The IZA Discussion Paper Series (ISSN: 2365-9793) disseminates high-quality research by IZA network members to the scientific community and the interested public worldwide before they are later published in academic journals. Comprising more than 17,000 papers, IZA's publication flagship is the most influential working paper series in labor economics.

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149 IZA Discussion Papers
IZA Discussion Paper No. 13772
Long-Term Effects of Individual Placement and Support Services for Disability Benefits Recipients with Severe Mental Illnesses
Marloes De Graaf-Zijl, Marcel Spijkerman, Wim Zwinkels
IZA Discussion Paper No. 13618
The Intergenerational Effects of Requiring Unemployment Benefit Recipients to Engage in Non-Search Activities
Deborah A. Cobb-Clark, Sarah C. Dahmann, Anne C. Gielen
IZA Discussion Paper No. 13598
Some Children Left Behind: Variation in the Effects of an Educational Intervention
Julie Buhl-Wiggers, Jason Kerwin, Juan S. Muñoz-Morales, Jeffrey A. Smith, Rebecca L. Thornton
IZA Discussion Paper No. 13430
Bounding Program Benefits When Participation Is Misreported
Denni Tommasi, Lina Zhang
published in: Journal of Econometrics 2024, 238, (1), 105556
IZA Discussion Paper No. 13283
Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights
Tymon Sloczynski
published in: Review of Economics and Statistics, 2022, 104 (3), 501–509
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
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. 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
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