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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38 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. 17217
Striking the Right Balance: Why Standard Balance Tests Over-Reject the Null, and How to Fix It
Jason Kerwin, Nada Rostom, Olivier Sterck
IZA Discussion Paper No. 17143
How Important Are Mental and Physical Health in Career and Family Choices?
Guido Cozzi, Noemi Mantovan, Robert M. Sauer
IZA Discussion Paper No. 16764
Childhood Circumstances and Health of American and Chinese Older Adults: A Machine Learning Evaluation of Inequality of Opportunity in Health
Shutong Huo, Derek Feng, Thomas M. Gill, Xi Chen
published in: China CDC Weekly, 2024, 6 (11), 213-218
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. 16675
Dealing With Imperfect Randomization: Inference for the Highscope Perry Preschool Program
James J. Heckman, Rodrigo Pinto, Azeem M. Shaikh
published in: Journal of Econometrics, 2024, 243 (1-2), 105683
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. 15907
Synthetic Difference-in-Differences Estimation
Damian Clarke, Daniel Pailañir, Susan Athey, Guido W. Imbens
published in: Stata Journal, 2024, 24 (4), 557-598
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. 15236
Dynamic Heterogeneous Distribution Regression Panel Models, with an Application to Labor Income Processes
Iván Fernández-Val, Wayne Yuan Gao, Yuan Liao, Francis Vella
IZA Discussion Paper No. 14923
Visual Inference and Graphical Representation in Regression Discontinuity Designs
Christina Korting, Carl Lieberman, Jordan Matsudaira, Zhuan Pei, Yi Shen
published in: Quarterly Journal of Economics, 2023, 138 (3), 1977–2019,
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. 13524
Implementing the Panel Event Study
Damian Clarke, Kathya Tapia Schythe
published in: Stata Journal, 2021, 21 (4), 853 - 884
IZA Discussion Paper No. 12928
Bayesian Panel Quantile Regression for Binary Outcomes with Correlated Random Effects: An Application on Crime Recidivism in Canada
Georges Bresson, Guy Lacroix, Mohammad Arshad Rahman
published in: Empirical Economics, 2021, 60, 227 - 259
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. 12362
The Perry Preschoolers at Late Midlife: A Study in Design-Specific Inference
James J. Heckman, Ganesh Karapakula
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