Details about Anthony Strittmatter

Access statistics for papers by Anthony Strittmatter.

Last updated 2025-04-24. Update your information in the RePEc Author Service.

Short-id: pst808

Working Papers

2022

1. Speed, Quality, and the Optimal Timing of Complex Decisions: Field Evidence
   CESifo Working Paper Series, CESifo View citations (2)
   Also in Rationality and Competition Discussion Paper Series, CRC TRR 190 Rationality and Competition (2022) View citations (2)
   Papers, arXiv.org (2022) View citations (2)

2021

2. Optimal Targeting in Fundraising: A Causal Machine-Learning Approach
   Papers, arXiv.org View citations (10)
3. Optimal Targeting in Fundraising: A Machine-Learning Approach
   CESifo Working Paper Series, CESifo View citations (4)
   Also in Economics working papers, Department of Economics, Johannes Kepler University Linz, Austria (2021) View citations (4)
4. The Gender Pay Gap Revisited with Big Data: Do Methodological Choices Matter?
   Papers, arXiv.org View citations (12)
   Also in Working papers, Faculty of Business and Economics - University of Basel (2021) View citations (13)
   IZA Discussion Papers, Institute of Labor Economics (IZA) (2021) View citations (12)
   CEPR Discussion Papers, C.E.P.R. Discussion Papers (2021) View citations (12)
   CESifo Working Paper Series, CESifo (2021) View citations (13)
5. What Is the Value Added by Using Causal Machine Learning Methods in a Welfare Experiment Evaluation?
   Papers, arXiv.org View citations (10)
   Also in VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy, Verein für Socialpolitik / German Economic Association (2019) View citations (6)
   GLO Discussion Paper Series, Global Labor Organization (GLO) (2019) View citations (5)

2020

6. Decisions and Performance Under Bounded Rationality: A Computational Benchmarking Approach
   CESifo Working Paper Series, CESifo View citations (2)
   Also in Rationality and Competition Discussion Paper Series, CRC TRR 190 Rationality and Competition (2020) View citations (2)
   Papers, arXiv.org (2020) View citations (1)
7. Identifying causal channels of policy reforms with multiple treatments and different types of selection
   Papers, arXiv.org
   See also Journal Article Identifying Causal Channels of Policy Reforms with Multiple Treatments and Different Types of Selection, Journal of Econometric Methods, De Gruyter (2021) View citations (2) (2021)
8. Life cycle patterns of cognitive performance over the long run
   Munich Reprints in Economics, University of Munich, Department of Economics View citations (15)
   See also Journal Article Life cycle patterns of cognitive performance over the long run, Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences (2020) View citations (11) (2020)
9. On the Causes and Consequences of Deviations from Rational Behavior
   Rationality and Competition Discussion Paper Series, CRC TRR 190 Rationality and Competition
10. Religion and Terrorism: Evidence from Ramadan Fasting
    Papers, arXiv.org View citations (2)

2019

11. Direct and Indirect Effects Based on Changes-in-Changes
    CESifo Working Paper Series, CESifo View citations (3)
    Also in FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2019) View citations (1)
    Papers, arXiv.org (2019) View citations (3)
    See also Journal Article Direct and Indirect Effects based on Changes-in-Changes, Journal of Business & Economic Statistics, Taylor & Francis Journals (2022) View citations (1) (2022)
12. Heterogeneous Earnings Effects of the Job Corps by Gender Earnings: A Translated Quantile Approach
    Papers, arXiv.org View citations (6)
13. Sorting on the Used-Car Market After the Volkswagen Emission Scandal
    Papers, arXiv.org
    Also in CESifo Working Paper Series, CESifo (2017) View citations (1)
    Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2017) View citations (1)
    See also Journal Article Sorting in the used-car market after the Volkswagen emission scandal, Journal of Environmental Economics and Management, Elsevier (2020) View citations (9) (2020)

2018

14. Expropriations, Property Confiscations and New Offshore Entities: Evidence from the Panama Papers
    CESifo Working Paper Series, CESifo
    Also in School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy (2018)
    Papers, arXiv.org (2018)
    See also Journal Article Expropriations, property confiscations and new offshore entities: Evidence from the Panama Papers, Journal of Economic Behavior & Organization, Elsevier (2020) View citations (7) (2020)
15. Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach
    Papers, arXiv.org View citations (6)
    Also in CEPR Discussion Papers, C.E.P.R. Discussion Papers (2017) View citations (33)
    Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2017) View citations (36)
    IZA Discussion Papers, Institute of Labor Economics (IZA) (2017) View citations (43)
    See also Journal Article Heterogeneous Employment Effects of Job Search Programs: A Machine Learning Approach, Journal of Human Resources, University of Wisconsin Press (2022) View citations (16) (2022)
16. Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence
    CEPR Discussion Papers, C.E.P.R. Discussion Papers View citations (43)
    Also in Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2018) View citations (30)
    IZA Discussion Papers, Institute of Labor Economics (IZA) (2018) View citations (30)
    Papers, arXiv.org (2018) View citations (33)
    See also Journal Article Machine learning estimation of heterogeneous causal effects: Empirical Monte Carlo evidence, The Econometrics Journal, Royal Economic Society (2021) View citations (54) (2021)
17. Religiosity and Terrorism: Evidence from Ramadan Fasting
    CEPR Discussion Papers, C.E.P.R. Discussion Papers View citations (2)
    Also in CESifo Working Paper Series, CESifo (2018) View citations (2)

2017

18. Assignment Mechanisms, Selection Criteria, and the Effectiveness of Training Programs
    Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science View citations (6)
19. Practical Procedures to Deal with Common Support Problems in Matching Estimation
    IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (37)
    Also in Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2014) View citations (24)
    See also Journal Article Practical procedures to deal with common support problems in matching estimation, Econometric Reviews, Taylor & Francis Journals (2019) View citations (59) (2019)
20. Why does the Job Corps increase gender earnings inequality?
    Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science

2015

21. Direct and Indirect Effects of Training Vouchers for the Unemployed
    IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (1)
    Also in FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland (2015) View citations (1)
    Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2015) View citations (1)
    CEPR Discussion Papers, C.E.P.R. Discussion Papers (2015) View citations (1)
    See also Journal Article Direct and indirect effects of training vouchers for the unemployed, Journal of the Royal Statistical Society Series A, Royal Statistical Society (2018) View citations (20) (2018)

2014

22. Employment and Earnings Effects of Awarding Training Vouchers in Germany
    IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (20)
    Also in IAB-Discussion Paper, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany] (2014) View citations (18)
    ZEW Discussion Papers, ZEW - Leibniz Centre for European Economic Research (2014) View citations (17)
    See also Journal Article Employment and Earnings Effects of Awarding Training Vouchers in Germany, ILR Review, Cornell University, ILR School (2017) View citations (25) (2017)

2013

23. Health and economic development-evidence from the introduction of public health care
    Munich Reprints in Economics, University of Munich, Department of Economics View citations (29)
    Also in Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science (2011) View citations (5)
    IZA Discussion Papers, Institute of Labor Economics (IZA) (2011) View citations (5)
    See also Journal Article Health and economic development—evidence from the introduction of public health care, Journal of Population Economics, Springer (2013) View citations (27) (2013)
24. The Award of a Training Voucher and Labor Market Outcomes
    VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order, Verein für Socialpolitik / German Economic Association View citations (3)

2010

25. Return-to-job during and after maternity leave
    ZEW Discussion Papers, ZEW - Leibniz Centre for European Economic Research View citations (6)

Journal Articles

2025

1. Machine learning for causal inference in economics
   IZA World of Labor, 2025, 516

2022

2. Direct and Indirect Effects based on Changes-in-Changes
   Journal of Business & Economic Statistics, 2022, 40, (1), 432-443 View citations (1)
   See also Working Paper Direct and Indirect Effects Based on Changes-in-Changes, CESifo Working Paper Series (2019) View citations (3) (2019)
3. Heterogeneous Employment Effects of Job Search Programs: A Machine Learning Approach
   Journal of Human Resources, 2022, 57, (2), 597-636 View citations (16)
   See also Working Paper Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach, Papers (2018) View citations (6) (2018)

2021

4. Identifying Causal Channels of Policy Reforms with Multiple Treatments and Different Types of Selection
   Journal of Econometric Methods, 2021, 10, (1), 67-88 View citations (2)
   See also Working Paper Identifying causal channels of policy reforms with multiple treatments and different types of selection, Papers (2020) (2020)
5. Machine learning estimation of heterogeneous causal effects: Empirical Monte Carlo evidence
   The Econometrics Journal, 2021, 24, (1), 134-161 View citations (54)
   See also Working Paper Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence, CEPR Discussion Papers (2018) View citations (43) (2018)

2020

6. Expropriations, property confiscations and new offshore entities: Evidence from the Panama Papers
   Journal of Economic Behavior & Organization, 2020, 171, (C), 132-152 View citations (7)
   See also Working Paper Expropriations, Property Confiscations and New Offshore Entities: Evidence from the Panama Papers, CESifo Working Paper Series (2018) (2018)
7. Life cycle patterns of cognitive performance over the long run
   Proceedings of the National Academy of Sciences, 2020, 117, (44), 27255-27261 View citations (11)
   See also Working Paper Life cycle patterns of cognitive performance over the long run, Munich Reprints in Economics (2020) View citations (15) (2020)
8. Sorting in the used-car market after the Volkswagen emission scandal
   Journal of Environmental Economics and Management, 2020, 101, (C) View citations (9)
   See also Working Paper Sorting on the Used-Car Market After the Volkswagen Emission Scandal, Papers (2019) (2019)

2019

9. Heterogeneous earnings effects of the job corps by gender: A translated quantile approach
   Labour Economics, 2019, 61, (C) View citations (7)
10. Practical procedures to deal with common support problems in matching estimation
    Econometric Reviews, 2019, 38, (2), 193-207 View citations (59)
    See also Working Paper Practical Procedures to Deal with Common Support Problems in Matching Estimation, IZA Discussion Papers (2017) View citations (37) (2017)

2018

11. Direct and indirect effects of training vouchers for the unemployed
    Journal of the Royal Statistical Society Series A, 2018, 181, (2), 441-463 View citations (20)
    See also Working Paper Direct and Indirect Effects of Training Vouchers for the Unemployed, IZA Discussion Papers (2015) View citations (1) (2015)

2017

12. Employment and Earnings Effects of Awarding Training Vouchers in Germany
    ILR Review, 2017, 70, (3), 767-812 View citations (25)
    See also Working Paper Employment and Earnings Effects of Awarding Training Vouchers in Germany, IZA Discussion Papers (2014) View citations (20) (2014)

2016

13. What effect do vocational training vouchers have on the unemployed?
    IZA World of Labor, 2016, 316 View citations (6)

2013

14. Health and economic development—evidence from the introduction of public health care
    Journal of Population Economics, 2013, 26, (4), 1549-1584 View citations (27)
    See also Working Paper Health and economic development-evidence from the introduction of public health care, Munich Reprints in Economics (2013) View citations (29) (2013)