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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29 IZA Discussion Papers
IZA Discussion Paper No. 17774
Using Distributional Random Forests for the Analysis of the Income Distribution
Martin Biewen, Stefan Glaisner
IZA Discussion Paper No. 17046
Machine Learning and Multiple Abortions
Pradeep Kumar, Catia Nicodemo, Sonia Oreffice, Climent Quintana-Domeque
IZA Discussion Paper No. 16889
Emissions from Military Training: Evidence from Australia
Wang-Sheng Lee, Trang My Tran
IZA Discussion Paper No. 16714
Model Averaging and Double Machine Learning
Achim Ahrens, Christian B. Hansen, Mark E Schaffer, Thomas Wiemann
published in: Journal of Applied Economics, 2025, 40 (3), 249-269
IZA Discussion Paper No. 16630
(Frisch-Waugh-Lovell)' On the Estimation of Regression Models by Row
Damian Clarke, Nicolás Paris Torres, Benjamin Villena-Roldan
IZA Discussion Paper No. 16426
Predicting Re-Employment: Machine Learning versus Assessments by Unemployed Workers and by Their Caseworkers
Gerard J. van den Berg, Max Kunaschk, Julia Lang, Gesine Stephan, Arne Uhlendorff
IZA Discussion Paper No. 15980
Remote Work across Jobs, Companies, and Space
Stephen Hansen, Peter John Lambert, Nicholas Bloom, Steven J. Davis, Raffaella Sadun, Bledi Taska
IZA Discussion Paper No. 15884
Overseas GPs and Prescription Behaviour in England
Catia Nicodemo, Cristina E. Orso, Cristina Tealdi
published as 'Overseas general practitioners (GPs) and prescription behaviour in England' in: Health Policy, 2024, 140, 104967
IZA Discussion Paper No. 15757
Dynamic Relationships between Criminal Offending and Victimization
Christopher Erwin, Juliane Hennecke, Lisa Meehan, Gail Pacheco
IZA Discussion Paper No. 15702
Occupational Tasks and Wage Inequality in Germany: A Decomposition Analysis
Miriam Koomen, Uschi Backes-Gellner
published in: Labour Economics, 2022, 79, 102284
IZA Discussion Paper No. 14903
A Year of Pandemic: Levels, Changes and Validity of Well-Being Data from Twitter. Evidence from Ten Countries
Francesco Sarracino, Talita Greyling, Kelsey J. O'Connor, Chiara Peroni, Stephanié Rossouw
published in: PLos ONE, 2023, 18(2), e0275028.
IZA Discussion Paper No. 13757
Measuring Geographical Disparities in England at the Time of COVID-19: Results Using a Composite Indicator of Population Vulnerability
Catia Nicodemo, Samira Barzin, Daniel S. Lasserson, Francesco Moscone, Stuart Redding, Mujaheed Shaikh, Nicolò Cavalli
published in: BMJ open, 2020,10, e039749.
IZA Discussion Paper No. 13640
Measuring the Impacts of COVID-19 on Job Postings in Australia Using a Reweighting-Estimation-Transformation Approach
Kailing Shen, Bledi Taska
published in: Australian Journal of Labour Economics, 2020, 23 (2), 153-171
IZA Discussion Paper No. 13613
Two-Stage Least Squares Random Forests with an Application to Angrist and Evans (1998)
Martin Biewen, Philipp Kugler
shorter version published in: Economics Letters, 2021, 204, 109893
IZA Discussion Paper No. 13459
Exploratory Data Analysis on Large Data Sets: The Example of Salary Variation in Spanish Social Security Data
Catia Nicodemo, Albert Satorra
published in: BRQ Business Research Quarterly, 2022, 25 (3), 283–294
IZA Discussion Paper No. 12896
Not Much Bounce in the Springboard: On the Mobility of Low Pay Workers
Gail Pacheco, Alexander T. Plum, Peter J. Sloane
IZA Discussion Paper No. 12542
Determinants of Productivity Gap in the European Union: A Multilevel Perspective
Randolph Luca Bruno, Elodie Douarin, Julia Korosteleva, Slavo Radosevic
published as 'The Two Disjointed Faces of R&D and the Productivity Gap in Europe' in: Journal of Common Market Studies, 2022, 60 (3), 580 - 603
IZA Discussion Paper No. 12510
Immigration and Work-Related Injuries: Evidence from Italian Administrative Data
Caterina Alacevich, Catia Nicodemo
published as 'The Effect of Immigration on Occupational Injuries: Evidence from Administrative Data' in: Oxford Bulletin of Economics and Statistics, 2024, 86 (2), 209-235
IZA Discussion Paper No. 12290
Opting out of Workers' Compensation: Non-Subscription in Texas and Its Effects
Lu Jinks, Thomas J. Kniesner, John D. Leeth, Anthony T. Lo Sasso
published in: Journal of Risk and Uncertainty, 2020, 60(1), 53-76
IZA Discussion Paper No. 12213
Innovative Events
Max Nathan, Anna Rosso
published in: Research Policy, 2022, 51 (1), 104373
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