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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14 IZA Discussion Papers
IZA Discussion Paper No. 17744
The Sources of Researcher Variation in Economics
Nick Huntington-Klein, Claus C. Portner, Sebastian Gallegos, et al.
IZA Discussion Paper No. 16714
Model Averaging and Double Machine Learning
Achim Ahrens, Christian B. Hansen, Mark E Schaffer, Thomas Wiemann
published online in: Journal of Applied Economics, 19 January 2025
IZA Discussion Paper No. 16646
Econometric Causality: The Central Role of Thought Experiments
James J. Heckman, Rodrigo Pinto
published in: Journal of Econometrics, 2024, 243 (1-2), 105719
IZA Discussion Paper No. 15963
ddml: Double/Debiased Machine Learning in Stata
Achim Ahrens, Christian B. Hansen, Mark E Schaffer, Thomas Wiemann
published in: Stata Journal, 2024, 24 (1), 3-45.
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. 14472
Retrospective Causal Inference via Matrix Completion, with an Evaluation of the Effect of European Integration on Cross-Border Employment
Jason Poulos, Andrea Albanese, Andrea Mercatanti, Fan Li
IZA Discussion Paper No. 13559
Short Moves and Long Stays: Homeless Family Responses to Exogenous Shelter Assignments in New York City
Michael T. Cassidy
IZA Discussion Paper No. 13558
A Closer Look: Proximity Boosts Homeless Student Performance in New York City
Michael T. Cassidy
IZA Discussion Paper No. 12922
Policy Evaluation Using Causal Inference Methods
Denis Fougère, Nicolas Jacquemet
published in: Nigar Hashimzade and Michael A. Thornton (eds.), Handbook of Research Methods and Applications in Empirical Microeconomics, Cheltenham Glos: Edward Elgar Publishing, 2021
IZA Discussion Paper No. 12572
Learning Management through Matching: A Field Experiment Using Mechanism Design
Girum Abebe, Marcel Fafchamps, Michael Koelle, Simon Quinn
IZA Discussion Paper No. 12205
Breaking Ties: Regression Discontinuity Design Meets Market Design
Atila Abdulkadiroglu, Joshua Angrist, Yusuke Narita, Parag A. Pathak
published in: Econometrica, 2022, 90 (1), 117–151
IZA Discussion Paper No. 11796
Methods Matter: P-Hacking and Causal Inference in Economics
Abel Brodeur, Nikolai Cook, Anthony Heyes
published as 'Methods Matter: P-Hacking and Publication Bias in Causal Analysis in Economics' in: American Economic Review, 2020, 110 (11), 3634-3660
IZA Discussion Paper No. 11626
Identification of Causal Mechanisms Based on Between-Subject Double Randomization Designs
Conny Wunsch, Renate Strobl
IZA Discussion Paper No. 4237
Identification and Estimation of Causal Mechanisms and Net Effects of a Treatment under Unconfoundedness
Carlos A. Flores, Alfonso Flores-Lagunes
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