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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350 IZA Discussion Papers
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. 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. 11973
Evaluation of Language Training Programs in Luxembourg Using Principal Stratification
Michela Bia, Alfonso Flores-Lagunes, Andrea Mercatanti
published in: Observational Studies, 2022, 8 (1), 1- 44
IZA Discussion Paper No. 11895
Public versus Private Sector Wage Gap in Egypt: Evidence from Quantile Regression on Panel Data
Aysit Tansel, Halil Ibrahim Keskin, Zeynel Abidin Ozdemir
substantially revised version published as 'Public-Private Sector Wage Gap by Gender in Egypt: Evidence from Quantile Regression on Panel Data, 1998-2018' in: World Development, 2020, 135, 105060
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superseded by IZA Discussion Paper No. 13283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. 11865
Term Limit Extension and Electoral Participation: Evidence from a Diff-in-Discontinuities Design at the Local Level in Italy
Marco Alberto De Benedetto, Maria De Paola
published in: European Journal of Political Economy, 2019, 59, 196-211
IZA Discussion Paper No. 11864
Bounds on Average and Quantile Treatment Effects on Duration Outcomes under Censoring, Selection, and Noncompliance
German Blanco, Xuan Chen, Carlos A. Flores, Alfonso Flores-Lagunes
published in: Journal of Business and Economic Statistics, 2020, 38 (4), 901 - 920
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. 11807
The Timing of Instruction Time: Accumulated Hours, Timing and Pupil Achievement
Paul Bingley, Eskil Heinesen, Karl Fritjof Krassel, Nicolai Kristensen
IZA Discussion Paper No. 11797
Quasi-Experimental Methods in Environmental Economics: Opportunities and Challenges
Olivier Deschenes, Kyle C. Meng
published in: Handbook of Environmental Economics, 2018, Volume 4, 285-332
IZA Discussion Paper No. 11746
Heterogeneous Layoff Effects of the US Short-Time Compensation Program
Marlon R. Tracey, Solomon Polachek
published in: Labour, 2020, 34 (4), 399-426
IZA Discussion Paper No. 11684
The Golden Middle Class Neighborhood: Trends in Residential Segregation and Consequences for Offspring Outcomes
Simen Markussen, Knut Røed
revised version published as 'Are Richer Neighborhoods Always Better for the Kids?' in: Journal of Economic Geography, 2023, 23 (3), 629–651
IZA Discussion Paper No. 11649
Innovating for the Better? The Role of Advocacy Group Work Experience for Employee Pay
Christoph Grimpe, Ulrich Kaiser, Wolfgang Sofka
published as 'Signalling valuable human capital: Advocacy group work experience and its effect on employee pay in innovative firms' in: Strategic Management Journal, 2019, 40(4), 685-70;
IZA Discussion Paper No. 11648
Was Higher Education a Major Channel through which the US Became an Economic Superpower in the 20th Century?
Adam Cook, Isaac Ehrlich
IZA Discussion Paper No. 11611
Immigration, Housing Rents, and Residential Segregation: Evidence from Syrian Refugees in Turkey
Binnur Balkan, Elif Ozcan Tok, Huzeyfe Torun, Semih Tumen
IZA Discussion Paper No. 11560
Regression Discontinuity and Heteroskedasticity Robust Standard Errors: Evidence from a Fixed-Bandwidth Approximation
Otávio Bartalotti
published in: Journal of Econometric Methods, 2019, 8 (1), 20160007.
IZA Discussion Paper No. 11547
A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills
Michael C. Knaus
published in: Journal of the Royal Statistical Society: Series A, 2021, 184(1), 282-300
IZA Discussion Paper No. 11340
Distributional Effects of Welfare Reform for Young Adults: An Unconditional Quantile Regression Approach
Øystein Hernaes
published in: Labour Economics, 2020, 65, 101818
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