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Unconditional Quantile Treatment Effects under Endogeneity

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Cited by:

  1. Hsu, Yu-Chin & Huang, Ta-Cheng & Xu, Haiqing, 2023. "Testing For Unobserved Heterogeneous Treatment Effects With Observational Data," Econometric Theory, Cambridge University Press, vol. 39(3), pages 582-622, June.
  2. Xu, Xiu & Wang, Weining & Shin, Yongcheol, 2020. "Dynamic Spatial Network Quantile Autoregression," IRTG 1792 Discussion Papers 2020-024, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
  3. Je-Liang Liou, 2019. "Effect of Income Heterogeneity on Valuation of Mortality Risk in Taiwan: An Application of Unconditional Quantile Regression Method," IJERPH, MDPI, vol. 16(9), pages 1-15, May.
  4. Alex Coad & Julian Frankish & Paul Nightingale & Richard Roberts, 2014. "Business experience and start-up size: Buying more lottery tickets next time around?," Small Business Economics, Springer, vol. 43(3), pages 529-547, October.
  5. Thomas F. Crossley & Jochem Bresser & Liam Delaney & Joachim Winter, 2017. "Can Survey Participation Alter Household Saving Behaviour?," Economic Journal, Royal Economic Society, vol. 127(606), pages 2332-2357, November.
  6. Manda, Julius & Feleke, Shiferaw & Mutungi, Christopher & Tufa, Adane H. & Mateete, Bekunda & Abdoulaye, Tahirou & Alene, Arega D., 2024. "Assessing the speed of improved postharvest technology adoption in Tanzania: The role of social learning and agricultural extension services," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
  7. Joeri Smits & Jeffrey S. Racine, 2013. "Testing Exclusion Restrictions in Nonseparable Triangular Models," Department of Economics Working Papers 2013-02, McMaster University.
  8. Antecol, Heather & Eren, Ozkan & Ozbeklik, Serkan, 2013. "The effect of Teach for America on the distribution of student achievement in primary school: Evidence from a randomized experiment," Economics of Education Review, Elsevier, vol. 37(C), pages 113-125.
  9. Pereda-Fernández, Santiago, 2023. "Identification and estimation of triangular models with a binary treatment," Journal of Econometrics, Elsevier, vol. 234(2), pages 585-623.
  10. Luc Behaghel & Clément de Chaisemartin & Marc Gurgand, 2017. "Ready for Boarding? The Effects of a Boarding School for Disadvantaged Students," American Economic Journal: Applied Economics, American Economic Association, vol. 9(1), pages 140-164, January.
  11. Pedro H. C. Sant'Anna & Xiaojun Song & Qi Xu, 2022. "Covariate distribution balance via propensity scores," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(6), pages 1093-1120, September.
  12. M. Fort, 2012. "Unconditional and Conditional Quantile Treatment Effect: Identification Strategies and Interpretations," Working Papers wp857, Dipartimento Scienze Economiche, Universita' di Bologna.
  13. Blaise Melly und Kaspar W thrich, 2016. "Local quantile treatment effects," Diskussionsschriften dp1605, Universitaet Bern, Departement Volkswirtschaft.
  14. Thanos Mergoupis & Robertas Zubrickas, 2024. "Work experience, information revelation, and study effort," Oxford Economic Papers, Oxford University Press, vol. 76(2), pages 495-513.
  15. Mikko Silliman & Hanna Virtanen, 2022. "Labor Market Returns to Vocational Secondary Education," American Economic Journal: Applied Economics, American Economic Association, vol. 14(1), pages 197-224, January.
  16. Timothy Park & Steve Martinez & Mohammed Ibrahim, 2024. "Sales performance of direct food marketers: African American‐led operations," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 46(1), pages 255-274, March.
  17. Callaway, Brantly & Li, Tong & Oka, Tatsushi, 2018. "Quantile treatment effects in difference in differences models under dependence restrictions and with only two time periods," Journal of Econometrics, Elsevier, vol. 206(2), pages 395-413.
  18. Laura Crespo & Pedro Mira, 2014. "Caregiving to Elderly Parents and Employment Status of European Mature Women," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 693-709, October.
  19. Markus Frolich & Blaise Melly, 2010. "Estimation of quantile treatment effects with Stata," Stata Journal, StataCorp LP, vol. 10(3), pages 423-457, September.
  20. Markus Frölich & Martin Huber, 2014. "Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 109(508), pages 1697-1711, December.
  21. V. Chernozhukov & C. Hansen, 2013. "Quantile Models with Endogeneity," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 57-81, May.
  22. Mauricio de Moura & Marcos Ribeiro & Caio Piza, 2014. "Are there any distributive effects of land title on labor supply? evidence from Brazil," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-18, December.
  23. Ma, Jun & Marmer, Vadim & Yu, Zhengfei, 2023. "Inference on individual treatment effects in nonseparable triangular models," Journal of Econometrics, Elsevier, vol. 235(2), pages 2096-2124.
  24. Amèvi Rocard Kouwoaye, 2021. "GATT/WTO membership–poverty nexus: An unconditional quantile regression approach," The World Economy, Wiley Blackwell, vol. 44(11), pages 3389-3421, November.
  25. Juan Jung & Enrique López-Bazo & Matteo Grazzi, 2017. "“Internet and enterprise productivity:evidence from Latin America”," AQR Working Papers 201705, University of Barcelona, Regional Quantitative Analysis Group, revised May 2017.
  26. Laetitia Duval & François-Charles Wolff, 2013. "The consumption-enhancing effect of remittances: Evidence from Kosovo," wiiw Balkan Observatory Working Papers 107, The Vienna Institute for International Economic Studies, wiiw.
  27. Giulio Bosio, 2014. "The Implications of Temporary Jobs on the Distribution of Wages in Italy: An Unconditional IVQTE Approach," LABOUR, CEIS, vol. 28(1), pages 64-86, March.
  28. Max Groneck & Frederic Krehl, 2014. "Bequests and Informal Long-Term Care: Evidence from the HRS Exit Interviews," Working Paper Series in Economics 79, University of Cologne, Department of Economics.
  29. Mirella Damiani & Fabrizio Pompei & Andrea Ricci, 2019. "The role of employee incentive pay in the competitiveness of family and non-family firms," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 36(3), pages 805-839, October.
  30. Fabrizio Pompei & Mirella Damiani & Andrea Ricci, 2019. "Family firms, performance-related pay, and the great crisis: evidence from the Italian case," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(5), pages 1193-1225.
  31. Grigory Franguridi & Bulat Gafarov & Kaspar Wüthrich, 2021. "Conditional Quantile Estimators: A Small Sample Theory," CESifo Working Paper Series 9046, CESifo.
  32. Callaway, Brantly & Collins, William J., 2018. "Unions, workers, and wages at the peak of the American labor movement," Explorations in Economic History, Elsevier, vol. 68(C), pages 95-118.
  33. Victor Chernozhukov & Christian Hansen & Kaspar Wuthrich, 2020. "Instrumental Variable Quantile Regression," Papers 2009.00436, arXiv.org.
  34. Kyui, Natalia, 2016. "Expansion of higher education, employment and wages: Evidence from the Russian Transition," Labour Economics, Elsevier, vol. 39(C), pages 68-87.
  35. Ozkan Eren & Serkan Ozbeklik, 2014. "Who Benefits From Job Corps? A Distributional Analysis Of An Active Labor Market Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(4), pages 586-611, June.
  36. Philip Oreopoulos & Daniel Lang & Joshua Angrist, 2009. "Incentives and Services for College Achievement: Evidence from a Randomized Trial," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 136-163, January.
  37. Liao, Wen-Chi & Zhao, Daxuan, 2019. "The selection and quantile treatment effects on the economic returns of green buildings," Regional Science and Urban Economics, Elsevier, vol. 74(C), pages 38-48.
  38. Sergio Firpo & Cristine Pinto, 2016. "Identification and Estimation of Distributional Impacts of Interventions Using Changes in Inequality Measures," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(3), pages 457-486, April.
  39. Danusha Jayawardana & Nadezhda V. Baryshnikova & Terence C. Cheng, 2023. "The long shadow of child labour on adolescent mental health: a quantile approach," Empirical Economics, Springer, vol. 64(1), pages 77-97, January.
  40. Victoria Baranov & Sonia Bhalotra & Pietro Biroli & Joanna Maselko, 2017. "Maternal Depression, Women’s Empowerment, and Parental Investment: Evidence from a Large Randomized Control Trial," CHILD Working Papers Series 60 JEL Classification: I1, Centre for Household, Income, Labour and Demographic Economics (CHILD) - CCA.
  41. Maier, Michael, 2011. "Tests for distributional treatment effects under unconfoundedness," Economics Letters, Elsevier, vol. 110(1), pages 49-51, January.
  42. Dambala Gelo & Steven F. Koch, 2012. "Welfare and common property rights forestry: Evidence from Ethiopian villages," Working Papers 277, Economic Research Southern Africa.
  43. Niedergesäss, Markus, 2013. "Employment, partnership and childbearing decisions of German women and men: A simultaneous hazards approach," University of Tübingen Working Papers in Business and Economics 51, University of Tuebingen, Faculty of Economics and Social Sciences, School of Business and Economics.
  44. Mirella Damiani & Fabrizio Pompei & Andrea Ricci, 2016. "Performance related pay, productivity and wages in Italy: a quantile regression approach," International Journal of Manpower, Emerald Group Publishing Limited, vol. 37(2), pages 344-371, May.
  45. Le-Yu Chen & Yu-Min Yen, 2021. "Estimations of the Local Conditional Tail Average Treatment Effect," Papers 2109.08793, arXiv.org, revised May 2024.
  46. Ndlovu, Godfrey & Toerien, Francois, 2020. "The distributional impact of access to finance on poverty: evidence from selected countries in Sub-Saharan Africa," Research in International Business and Finance, Elsevier, vol. 52(C).
  47. Huber, Martin & Wüthrich, Kaspar, 2017. "Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review," FSES Working Papers 479, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  48. Afrouz Azadikhah Jahromi & Brantly Callaway, 2022. "Heterogeneous Effects of Job Displacement on Earnings," Empirical Economics, Springer, vol. 62(1), pages 213-245, January.
  49. Su, Qinghe & Azam, Mehtabul, 2023. "Does access to liquefied petroleum gas (LPG) reduce the household burden of women? Evidence from India," Energy Economics, Elsevier, vol. 119(C).
  50. Martin Huber, 2014. "Treatment Evaluation in the Presence of Sample Selection," Econometric Reviews, Taylor & Francis Journals, vol. 33(8), pages 869-905, November.
  51. Qiang He & Xin Deng & Chuan Li & Zhongcheng Yan & Yanbin Qi, 2021. "Do Internet Skills Increase Farmers’ Willingness to Participate in Environmental Governance? Evidence from Rural China," Agriculture, MDPI, vol. 11(12), pages 1-18, November.
  52. Manda, Julius & Tufa, Adane & Alene, Arega & Swai, Elirehema & Muthoni, Francis & Hoeschle-Zeledon, Irmgard & Mateete, Bekunda, 2021. "The Average and Distributional Impacts of Soil and Water Conservation Technologies on the Welfare of Smallholder Farmers in Tanzania," 2021 Conference, August 17-31, 2021, Virtual 314992, International Association of Agricultural Economists.
  53. Su, Liangjun & Ura, Takuya & Zhang, Yichong, 2019. "Non-separable models with high-dimensional data," Journal of Econometrics, Elsevier, vol. 212(2), pages 646-677.
  54. David Powell, 2010. "Unconditional Quantile Treatment Effects in the Presence of Covariates," Working Papers 816, RAND Corporation.
  55. Lars Kunze & Nicolai Suppa, 2020. "Who Is Bowling Alone? Quantile Treatment Effects of Unemployment on Social Participation," SOEPpapers on Multidisciplinary Panel Data Research 1077, DIW Berlin, The German Socio-Economic Panel (SOEP).
  56. Maike Hohberg & Peter Pütz & Thomas Kneib, 2020. "Treatment effects beyond the mean using distributional regression: Methods and guidance," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-29, February.
  57. Damiani, Mirella & Pompei, Fabrizio & Ricci, Andrea, 2014. "Enterprise-level bargaining and labour productivity of Italian family firms: a quantile regression analysis," MPRA Paper 60380, University Library of Munich, Germany.
  58. Zequn Jin & Lihua Lin & Zhengyu Zhang, 2022. "Identification and Auto-debiased Machine Learning for Outcome Conditioned Average Structural Derivatives," Papers 2211.07903, arXiv.org.
  59. Dong, Xiyong & Li, Changhong & Yoon, Seong-Min, 2020. "Asymmetric dependence structures for regional stock markets: An unconditional quantile regression approach," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
  60. Markus Frölich & Blaise Melly, 2013. "Identification of Treatment Effects on the Treated with One-Sided Non-Compliance," Econometric Reviews, Taylor & Francis Journals, vol. 32(3), pages 384-414, November.
  61. Sun, Zhenting, 2023. "Instrument validity for heterogeneous causal effects," Journal of Econometrics, Elsevier, vol. 237(2).
  62. Volpe Martincus, Christian & Carballo, Jerónimo, 2010. "Beyond the average effects: The distributional impacts of export promotion programs in developing countries," Journal of Development Economics, Elsevier, vol. 92(2), pages 201-214, July.
  63. Victoria Baranov & Sonia Bhalotra & Pietro Biroli & Joanna Maselko, 2018. "Maternal Depression, Women's Empowerment, and Parental Investment: Evidence from a Randomized Control Trial," Working Papers 2018-021, Human Capital and Economic Opportunity Working Group.
  64. Baranov, Victoria & Bhalotra, Sonia R. & Biroli, Pietro & Maselko, Joanna, 2017. "Maternal Depression, Women's Empowerment, and Parental Investment: Evidence from a Large Randomized Control Trial," IZA Discussion Papers 11187, Institute of Labor Economics (IZA).
  65. Pedro H. C. Sant'Anna, 2016. "Program Evaluation with Right-Censored Data," Papers 1604.02642, arXiv.org.
  66. Anthony Orlando, 2018. "Asset Markets, Credit Markets, and Inequality: Distributional Changes in Housing, 1970-2016," ERES eres2018_182, European Real Estate Society (ERES).
  67. Volpe Martincus, Christian & Carballo, Jerónimo, 2010. "Beyond the average effects: The distributional impacts of export promotion programs in developing countries," Journal of Development Economics, Elsevier, vol. 92(2), pages 201-214, July.
  68. John Cullinan & Kevin Denny & Darragh Flannery, 2021. "A distributional analysis of upper secondary school performance," Empirical Economics, Springer, vol. 60(2), pages 1085-1113, February.
  69. Shahidur R. Khandker, Hussain A. Samad, Rubaba Ali, and Douglas F. Barnes, 2014. "Who Benefits Most from Rural Electrification? Evidence in India," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
  70. Wüthrich, Kaspar, 2019. "A closed-form estimator for quantile treatment effects with endogeneity," Journal of Econometrics, Elsevier, vol. 210(2), pages 219-235.
  71. Stephen G. Donald & Yu-Chin Hsu & Robert P. Lieli, 2010. "Inverse Propensity Score Weighted Estimation of Local Average Treatment Effects and a Test of the Unconfoundedness Assumption," CEU Working Papers 2012_9, Department of Economics, Central European University, revised 11 Aug 2010.
  72. Julia Schmieder, 2020. "Fertility as a Driver of Maternal Employment," Discussion Papers of DIW Berlin 1882, DIW Berlin, German Institute for Economic Research.
  73. Cosimo Abbate & Alessandro Sapio, 2016. "Gazelles and muppets in the City: Stock market listing, risk sharing, and firm growth quantiles," LEM Papers Series 2016/33, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  74. Kaspar Wüthrich, 2020. "A Comparison of Two Quantile Models With Endogeneity," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(2), pages 443-456, April.
  75. Crepon,Bruno Jacques Jean Philippe & Premand,Patrick, 2018. "Creating new positions ? direct and indirect effects of a subsidized apprenticeship program," Policy Research Working Paper Series 8561, The World Bank.
  76. Eren, Ozkan & Ozbeklik, Serkan, 2013. "The effect of noncognitive ability on the earnings of young men: A distributional analysis with measurement error correction," Labour Economics, Elsevier, vol. 24(C), pages 293-304.
  77. Yingying DONG & Ying-Ying LEE & Michael GOU, 2019. "Regression Discontinuity Designs with a Continuous Treatment," Discussion papers 19058, Research Institute of Economy, Trade and Industry (RIETI).
  78. Yang, Tianyu & Zhang, Tianfang, 2024. "Social capital meets guanxi: Social networks and income inequality in China," China Economic Review, Elsevier, vol. 83(C).
  79. Bosio, Giulio, 2009. "Temporary employment and wage gap with permanent jobs: evidence from quantile regression," MPRA Paper 16055, University Library of Munich, Germany.
  80. Mr. Mauricio Moura & Mr. Caio Piza & Mr. Marcos Poplawski Ribeiro, 2011. "The Distributive Effects of Land Titleon Labor Supply: Evidence From Brazil," IMF Working Papers 2011/131, International Monetary Fund.
  81. Creemers, Sarah & Peeters, Ludo & Quiroz Castillo, Juan Luis & Vancauteren, Mark & Voordeckers, Wim, 2023. "Family firms and the labor productivity controversy: A distributional analysis of varying labor productivity gaps," Journal of Family Business Strategy, Elsevier, vol. 14(2).
  82. Brantly Callaway & Weige Huang, 2020. "Distributional Effects of a Continuous Treatment with an Application on Intergenerational Mobility," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(4), pages 808-842, August.
  83. Didier Yélognissè Alia & Aliou Diagne & Patrice Adegbola & Florent Kinkingninhoun, 2018. "Distributional Impact of Agricultural Technology Adoption on Rice Farmers’ Expenditure: The Case of Nigeria in Benin," Journal of African Development, African Finance and Economic Association (AFEA), vol. 20(2), pages 91-103.
  84. Zhengyu Zhang & Zequn Jin & Lihua Lin, 2024. "Identification and inference of outcome conditioned partial effects of general interventions," Papers 2407.16950, arXiv.org.
  85. Weiwei Wang & Zhihai Yang & Xiangqun Gu & Amin Mugera & Ning Yin, 2024. "How Farm Machinery Rental Services and Off-Farm Work Affect Household Income in China," Agriculture, MDPI, vol. 14(10), pages 1-16, September.
  86. Zongwu Cai & Ying Fang & Ming Lin & Shengfang Tang, 2021. "A Nonparametric Test for Testing Heterogeneity in Conditional Quantile Treatment Effects," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202117, University of Kansas, Department of Economics, revised Aug 2021.
  87. De Silva, Dakshina G. & Kosmopoulou, Georgia & Lamarche, Carlos, 2017. "Subcontracting and the survival of plants in the road construction industry: A panel quantile regression analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 137(C), pages 113-131.
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  90. Martin Binder & Alex Coad, 2015. "Unemployment impacts differently on the extremes of the distribution of a comprehensive well-being measure," Applied Economics Letters, Taylor & Francis Journals, vol. 22(8), pages 619-627, May.
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  93. Ainembabazi, John Herbert & Abdoulaye, Tahirou & Feleke, Shiferaw & Alene, Arega & Dontsop-Nguezet, Paul M. & Ndayisaba, Pierre Celestin & Hicintuka, Cyrille & Mapatano, Sylvain & Manyong, Victor, 2018. "Who benefits from which agricultural research-for-development technologies? Evidence from farm household poverty analysis in Central Africa," World Development, Elsevier, vol. 108(C), pages 28-46.
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  98. Takuya Ishihara, 2020. "Panel Data Quantile Regression for Treatment Effect Models," Papers 2001.04324, arXiv.org, revised Nov 2021.
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  105. Zongwu Cai & Ying Fang & Ming Lin & Shengfang Tang, 2020. "Inferences for Partially Conditional Quantile Treatment Effect Model," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202005, University of Kansas, Department of Economics, revised Feb 2020.
  106. Khanal, Aditya R. & Mishra, Sachin K & Honey, Ummey, 2018. "Certified organic food production, financial performance, and farm size: An unconditional quantile regression approach," Land Use Policy, Elsevier, vol. 78(C), pages 367-376.
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  109. David Powell, 2020. "Quantile Treatment Effects in the Presence of Covariates," The Review of Economics and Statistics, MIT Press, vol. 102(5), pages 994-1005, December.
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  114. Asfaw, Solomon & Pallante, Giacomo & Palma, Alessandro, 2020. "Distributional impacts of soil erosion on agricultural productivity and welfare in Malawi," Ecological Economics, Elsevier, vol. 177(C).
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