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IV Quantile Regression for Group‐Level Treatments, With an Application to the Distributional Effects of Trade

Citations

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Cited by:

  1. Leng, Xuan & Chen, Heng & Wang, Wendun, 2023. "Multi-dimensional latent group structures with heterogeneous distributions," Journal of Econometrics, Elsevier, vol. 233(1), pages 1-21.
  2. Le‐Yu Chen & Sokbae Lee, 2018. "Exact computation of GMM estimators for instrumental variable quantile regression models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(4), pages 553-567, June.
  3. David Autor & David Dorn & Gordon Hanson, 2021. "On the Persistence of the China Shock," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 52(2 (Fall)), pages 381-476.
  4. Decarolis, Francesco & Guglielmo, Andrea, 2017. "Insurers’ response to selection risk: Evidence from Medicare enrollment reforms," Journal of Health Economics, Elsevier, vol. 56(C), pages 383-396.
  5. repec:hal:spmain:info:hdl:2441/2ioennpq5m90holakkatq7cmms is not listed on IDEAS
  6. Xiaorong Yang & Jia Chen & Degui Li & Runze Li, 2024. "Functional-Coefficient Quantile Regression for Panel Data with Latent Group Structure," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(3), pages 1026-1040, July.
  7. Felix Koenig, 2023. "Technical Change and Superstar Effects: Evidence from the Rollout of Television," American Economic Review: Insights, American Economic Association, vol. 5(2), pages 207-223, June.
  8. Michele Fioretti & Hongming Wang, 2023. "Performance Pay in Insurance Markets: Evidence from Medicare," The Review of Economics and Statistics, MIT Press, vol. 105(5), pages 1128-1144, September.
  9. Arnaud Costinot & Iván Werning, 2023. "Robots, Trade, and Luddism: A Sufficient Statistic Approach to Optimal Technology Regulation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(5), pages 2261-2291.
  10. 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.
  11. Ivan Fernandez-Val & Wayne Yuan Gao & Yuan Liao & Francis Vella, 2022. "Dynamic Heterogeneous Distribution Regression Panel Models, with an Application to Labor Income Processes," Papers 2202.04154, arXiv.org, revised Jan 2023.
  12. David Autor & David Dorn & Gordon Hanson, 2019. "When Work Disappears: Manufacturing Decline and the Falling Marriage Market Value of Young Men," American Economic Review: Insights, American Economic Association, vol. 1(2), pages 161-178, September.
  13. Shushanik Hakobyan & John McLaren, 2018. "NAFTA and the Wages of Married Women," NBER Working Papers 24424, National Bureau of Economic Research, Inc.
  14. Helpman, Elhanan, 2016. "Globalization and Wage Inequality," CEPR Discussion Papers 11701, C.E.P.R. Discussion Papers.
  15. Wenjie Wang & Yichong Zhang, 2021. "Wild Bootstrap for Instrumental Variables Regressions with Weak and Few Clusters," Papers 2108.13707, arXiv.org, revised Jan 2024.
  16. Dorn, David & Autor, David & Hanson, Gordon, 2017. "When Work Disappears: Manufacturing Decline and the Falling Marriage-Market Value of Men," CEPR Discussion Papers 11878, C.E.P.R. Discussion Papers.
  17. Tammy Leonard & Xi Yang & Lei Zhang, 2021. "The impact of land use regulation across the conditional distribution of home prices: an application of quantile regression for group-level treatments," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(3), pages 655-676, June.
  18. Hu, Jiafei & Yuan, Haishan, 2021. "Interest arbitrage under capital controls: Evidence from reported entrepôt trades," Journal of Banking & Finance, Elsevier, vol. 127(C).
  19. Jerry Hausman & Haoyang Liu & Ye Luo & Christopher Palmer, 2021. "Errors in the Dependent Variable of Quantile Regression Models," Econometrica, Econometric Society, vol. 89(2), pages 849-873, March.
  20. Andrés Rodríguez-Clare & Mauricio Ulate & José P. Vásquez, 2020. "Trade with Nominal Rigidities: Understanding the Unemployment and Welfare Effects of the China Shock," NBER Working Papers 27905, National Bureau of Economic Research, Inc.
  21. Anwar S Adem, 2024. "Distributional effect of import shocks on British local labour markets," Oxford Economic Papers, Oxford University Press, vol. 76(2), pages 412-432.
  22. Jungmo Yoon & Antonio F. Galvao, 2020. "Cluster robust covariance matrix estimation in panel quantile regression with individual fixed effects," Quantitative Economics, Econometric Society, vol. 11(2), pages 579-608, May.
  23. Tatsushi Oka & Ken Yamada, 2023. "Heterogeneous Impact of the Minimum Wage: Implications for Changes in Between- and Within-Group Inequality," Journal of Human Resources, University of Wisconsin Press, vol. 58(1), pages 335-362.
  24. Bernd Fitzenberger & Roger Koenker & José Machado & Blaise Melly, 2022. "Economic applications of quantile regression 2.0," Empirical Economics, Springer, vol. 62(1), pages 1-6, January.
  25. Lamarche, Carlos & Parker, Thomas, 2023. "Wild bootstrap inference for penalized quantile regression for longitudinal data," Journal of Econometrics, Elsevier, vol. 235(2), pages 1799-1826.
  26. Galvao, Antonio F. & Kato, Kengo, 2016. "Smoothed quantile regression for panel data," Journal of Econometrics, Elsevier, vol. 193(1), pages 92-112.
  27. Dave Donaldson, 2022. "Blending Theory and Data: A Space Odyssey," Journal of Economic Perspectives, American Economic Association, vol. 36(3), pages 185-210, Summer.
  28. Kenichi Nagasawa, 2018. "Treatment Effect Estimation with Noisy Conditioning Variables," Papers 1811.00667, arXiv.org, revised Sep 2022.
  29. Nagasawa, Kenichi, 2020. "Identification and Estimation of Group-Level Partial Effects," The Warwick Economics Research Paper Series (TWERPS) 1243, University of Warwick, Department of Economics.
  30. Carroll, Daniel R. & Hur, Sewon, 2020. "On the heterogeneous welfare gains and losses from trade," Journal of Monetary Economics, Elsevier, vol. 109(C), pages 1-16.
  31. David H. Autor & David Dorn & Gordon H. Hanson, 2016. "The China Shock: Learning from Labor-Market Adjustment to Large Changes in Trade," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 205-240, October.
  32. Laura A Harvey & James Rockey, 2020. "The declining fortunes of (most) American workers," University of East Anglia School of Economics Working Paper Series 2020-04, School of Economics, University of East Anglia, Norwich, UK..
  33. Javier Alejo & Antonio F Galvao & Gabriel Montes-Rojas, 2023. "A first-stage representation for instrumental variables quantile regression," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 350-377.
  34. Zhuhua Jiang & Chizheng Miao & Jose Arreola Hernandez & Seong-Min Yoon, 2022. "Effect of Increasing Import Competition from China on the Local Labor Market: Evidence from Sweden," Sustainability, MDPI, vol. 14(5), pages 1-18, February.
  35. Xiaohua Bao & Xiaozhuo Wang, 2019. "The Evolution and Reshaping of Globalization: A Perspective Based on the Development of Regional Trade Agreements," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 27(1), pages 51-71, January.
  36. Martina Pons, 2022. "The impact of air pollution on birthweight: evidence from grouped quantile regression," Empirical Economics, Springer, vol. 62(1), pages 279-296, January.
  37. Yihong Xu & Li Zheng, 2025. "Quantile Treatment Effects in High Dimensional Panel Data," Papers 2504.00785, arXiv.org.
  38. Alexander Murray, 2017. "The Effect of Import Competition on Employment in Canada: Evidence from the 'China Shock'," CSLS Research Reports 2017-03, Centre for the Study of Living Standards.
  39. Magli, Martina, 2022. "The Spillover Effect of Services Offshoring on Local Labour Markets," Rationality and Competition Discussion Paper Series 351, CRC TRR 190 Rationality and Competition.
  40. repec:spo:wpecon:info:hdl:2441/2ioennpq5m90holakkatq7cmms is not listed on IDEAS
  41. Italo Colantone & Piero Stanig, 2019. "The Surge of Economic Nationalism in Western Europe," Journal of Economic Perspectives, American Economic Association, vol. 33(4), pages 128-151, Fall.
  42. repec:hal:wpspec:info:hdl:2441/2ioennpq5m90holakkatq7cmms is not listed on IDEAS
  43. Matthew Backus, 2020. "Why Is Productivity Correlated With Competition?," Econometrica, Econometric Society, vol. 88(6), pages 2415-2444, November.
  44. Michael, Maria & Christofides, Louis N., 2020. "The impact of austerity measures on the public - private sector wage gap in Europe," Labour Economics, Elsevier, vol. 63(C).
  45. Galvao, Antonio F. & Gu, Jiaying & Volgushev, Stanislav, 2020. "On the unbiased asymptotic normality of quantile regression with fixed effects," Journal of Econometrics, Elsevier, vol. 218(1), pages 178-215.
  46. David H. Autor, 2018. "Trade and labor markets: Lessons from China’s rise," IZA World of Labor, Institute of Labor Economics (IZA), pages 431-431, February.
  47. Muftah Faraj & Murad Bein, 2022. "Sustainability of Local Labour Market in South Africa: The Implications of Imports Competition from China," Sustainability, MDPI, vol. 14(12), pages 1-18, June.
  48. David Autor & David Dorn & Gordon Hanson & Maggie R. Jones & Bradley Setzler, 2024. "Places versus People: The Ins and Outs of Labor Market Adjustment to Globalization," Working Papers 24-78, Center for Economic Studies, U.S. Census Bureau.
  49. Amy Finkelstein & Casey McQuillan & Owen Zidar & Eric Zwick, 2023. "The Health Wedge and Labor Market Inequality," Working Papers 2023-01, Princeton University. Economics Department..
  50. Erik Figueiredo & Luiz Renato Lima, 2020. "Do economic integration agreements affect trade predictability? A group effect analysis," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 53(2), pages 637-664, May.
  51. Charles M. Beach, 2016. "Changing income inequality: A distributional paradigm for Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(4), pages 1229-1292, November.
  52. Jaerim Choi & Mingzhi Xu, 2020. "The labor market effects of the China Syndrome: Evidence from South Korean manufacturing," The World Economy, Wiley Blackwell, vol. 43(11), pages 3039-3087, November.
  53. Florian Hoffmann & David S. Lee & Thomas Lemieux, 2020. "Growing Income Inequality in the United States and Other Advanced Economies," Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 52-78, Fall.
  54. Kumar, Anil, 2020. "Does medicaid generosity affect household income?," Economic Modelling, Elsevier, vol. 92(C), pages 239-256.
  55. Martina Magli, 2022. "The spillover effect of services offshoring on local labour markets," CEP Discussion Papers dp1892, Centre for Economic Performance, LSE.
  56. Liu, Shimeng & Yang, Xi, 2021. "Human capital externalities or consumption spillovers? The effect of high-skill human capital across low-skill labor markets," Regional Science and Urban Economics, Elsevier, vol. 87(C).
  57. Magli, Martina, 2022. "The spillover effect of services offshoring on local labour markets," LSE Research Online Documents on Economics 118048, London School of Economics and Political Science, LSE Library.
  58. Martina Magli, 2020. "The Direct and Indirect Effect of Services Offshoring on Local Labour Market Outcomes," CESifo Working Paper Series 8413, CESifo.
  59. Hottman, Colin J. & Monarch, Ryan, 2020. "A matter of taste: Estimating import price inflation across U.S. income groups," Journal of International Economics, Elsevier, vol. 127(C).
  60. Pallab Ghosh & Zexuan Liu, 2023. "The puzzle of changes in employment and wages in routine task-intensive occupations," Empirical Economics, Springer, vol. 65(4), pages 1965-1980, October.
  61. Dorn, David & Levell, Peter, 2024. "Labour market impacts of the China shock: Why the tide of Globalisation did not lift all boats," Labour Economics, Elsevier, vol. 91(C).
  62. Zhang, Yingying & Wang, Huixia Judy & Zhu, Zhongyi, 2019. "Quantile-regression-based clustering for panel data," Journal of Econometrics, Elsevier, vol. 213(1), pages 54-67.
  63. repec:spo:wpmain:info:hdl:2441/2ioennpq5m90holakkatq7cmms is not listed on IDEAS
  64. Gu, Jiaying & Volgushev, Stanislav, 2019. "Panel data quantile regression with grouped fixed effects," Journal of Econometrics, Elsevier, vol. 213(1), pages 68-91.
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