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Doubly Robust Estimation of Causal Effects with Multivalued Treatments: An Application to the Returns to Schooling

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  • S. Derya Uysal

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  • S. Derya Uysal, 2015. "Doubly Robust Estimation of Causal Effects with Multivalued Treatments: An Application to the Returns to Schooling," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(5), pages 763-786, August.
    • Handle: RePEc:wly:japmet:v:30:y:2015:i:5:p:763-786
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    Cited by:

    1. Sokbae Lee & Ryo Okui & Yoon†Jae Whang, 2017. "Doubly robust uniform confidence band for the conditional average treatment effect function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(7), pages 1207-1225, November.
    2. Brei, Michael & Gambacorta, Leonardo & Lucchetta, Marcella & Parigi, Bruno Maria, 2023. "How effective are bad bank resolutions? New evidence from Europe," Journal of Financial Stability, Elsevier, vol. 67(C).
    3. Zetterqvist, Johan & Waernbaum, Ingeborg, 2020. "Semi-parametric estimation of multi-valued treatment effects for the treated:estimating equations and sandwich estimators," Working Paper Series 2020:4, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    4. Wanglin Ma & Alan Renwick & Kathryn Bicknell, 2018. "Higher Intensity, Higher Profit? Empirical Evidence from Dairy Farming in New Zealand," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(3), pages 739-755, September.
    5. Azam, Mehtabul, 2023. "Health Effects of Fuel Transitions in India: Evidence from Panel Data," IZA Discussion Papers 15852, Institute of Labor Economics (IZA).
    6. Mareckova, Jana & Pohlmeier, Winfried, 2017. "Noncognitive Skills and Labor Market Outcomes: A Machine Learning Approach," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168195, Verein für Socialpolitik / German Economic Association.
    7. Pedro H. C. Sant'Anna & Xiaojun Song, 2020. "Specification tests for generalized propensity scores using double projections," Papers 2003.13803, arXiv.org, revised Apr 2023.
    8. Chen, Jie & Pastore, Francesco, 2021. ""Study hard and make progress every day": Updates on returns to education in China," GLO Discussion Paper Series 787, Global Labor Organization (GLO).
    9. Tohari, Achmad & Parsons, Christopher & Rammohan, Anu, 2019. "Targeting poverty under complementarities: Evidence from Indonesia's unified targeting system," Journal of Development Economics, Elsevier, vol. 140(C), pages 127-144.
    10. Prifti, Ervin & Estruch, Elisenda & Daidone, Silvio & Davis, Benjamin, 2019. "How much is too much: Does the size of income support transfers affect labor supply?," Journal of Policy Modeling, Elsevier, vol. 41(1), pages 179-196.
    11. Aquilante, Tommaso & Vendrell-Herrero, Ferran, 2021. "Bundling and exporting: Evidence from German SMEs," Journal of Business Research, Elsevier, vol. 132(C), pages 32-44.
    12. Phillip Heiler & Michael C. Knaus, 2021. "Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments," Papers 2110.01427, arXiv.org, revised Aug 2023.
    13. Aloyce R. Kaliba & Anne G. Gongwe & Kizito Mazvimavi & Ashagre Yigletu, 2021. "Impact of Adopting Improved Seeds on Access to Broader Food Groups Among Small-Scale Sorghum Producers in Tanzania," SAGE Open, , vol. 11(1), pages 21582440209, January.
    14. Tobias A. Jopp, 2018. "On the economics of forced labour. Did the employment of Prisoners-of-War depress German coal mining productivity in World War I?," Working Papers 0132, European Historical Economics Society (EHES).
    15. Pierre Lefebvre & Claude Felteau, 2023. "Can universal preschool education intensities counterbalance parental socioeconomic gradients? Repeated international evidence from Fourth graders skills achievement," Working Papers 23-01, Research Group on Human Capital, University of Quebec in Montreal's School of Management.
    16. Long, Wenjin & Pang, Xiaopeng & Dong, Xiao-yuan & Zeng, Junxia, 2020. "Is rented accommodation a good choice for primary school students' academic performance? – Evidence from rural China," China Economic Review, Elsevier, vol. 62(C).
    17. Enoch M. Kikulwe & Joseph Lule Kyanjo & Edward Kato & Reuben T. Ssali & Rockefeller Erima & Samuel Mpiira & Walter Ocimati & William Tinzaara & Jerome Kubiriba & Elisabetta Gotor & Dietmar Stoian & El, 2019. "Management of Banana Xanthomonas Wilt: Evidence from Impact of Adoption of Cultural Control Practices in Uganda," Sustainability, MDPI, vol. 11(9), pages 1-18, May.
    18. Chen, Chi-Chen & Cheng, Shou-Hsia, 2023. "Does continuity of care improve patient satisfaction? An instrumental variable approach," Health Policy, Elsevier, vol. 130(C).
    19. Jin-young Choi & Myoung-jae Lee, 2017. "Regression discontinuity: review with extensions," Statistical Papers, Springer, vol. 58(4), pages 1217-1246, December.
    20. Hao Cheng & Ying Wei, 2018. "A fast imputation algorithm in quantile regression," Computational Statistics, Springer, vol. 33(4), pages 1589-1603, December.
    21. Vendrell-Herrero, Ferran & Bustinza, Oscar F. & Opazo-Basaez, Marco & Gomes, Emanuel, 2023. "Treble innovation firms: Antecedents, outcomes, and enhancing factors," International Journal of Production Economics, Elsevier, vol. 255(C).
    22. Sagade, Satchit & Scharnowski, Stefan & Westheide, Christian, 2022. "Broker colocation and the execution costs of customer and proprietary orders," SAFE Working Paper Series 366, Leibniz Institute for Financial Research SAFE.

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