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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235 IZA Discussion Papers
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superseded by IZA Discussion Paper No. 13283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
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. 11688
Who Benefits from Universal Child Care? Estimating Marginal Returns to Early Child Care Attendance
Thomas Cornelissen, Christian Dustmann, Anna Raute, Uta Schönberg
published in: Journal of Political Economy, 2018, 126 (6), 2356–2409
IZA Discussion Paper No. 11651
Public R&D Support and Firms' Performance: A Panel Data Study
Øivind Anti Nilsen, Arvid Raknerud, Diana-Cristina Iancu
published as 'Public R&D support and firm performance: A multivariate dose-response analysis' in: Research Policy, 2020, 49 (7), 104067.
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. 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. 11485
The Impact of Language on Socioeconomic Integration of Immigrants
Aslan Zorlu, Joop Hartog
IZA Discussion Paper No. 11426
On the Estimation of Treatment Effects with Endogenous Misreporting
Pierre Nguimkeu, Augustine Denteh, Rusty Tchernis
published in: Journal of Econometrics, 2019, 208 (2), 487 - 506
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
IZA Discussion Paper No. 11270
If Not Now, When? The Timing of Childbirth and Labour Market Outcomes
Matteo Picchio, Claudia Pigini, Stefano Staffolani, Alina Verashchagina
published in: Journal of Applied Econometrics, 2021, 36 (6), 663-685
IZA Discussion Paper No. 11138
Including Covariates in the Regression Discontinuity Design
Markus Frölich, Martin Huber
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