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Inference On Counterfactual Distributions

Citations

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Cited by:

  1. Raymundo Campos & Gerardo Esquivel & Nora Lustig, 2012. "The Rise and Fall of Income Inequality in Mexico, 1989–2010," Working Papers 267, ECINEQ, Society for the Study of Economic Inequality.
  2. Antoine Dechezlepretre, Ralf Martin, Myra Mohnen, 2017. "Knowledge Spillovers from clean and dirty technologies," GRI Working Papers 135, Grantham Research Institute on Climate Change and the Environment.
  3. Sloczynski, Tymon, 2015. "Average Wage Gaps and Oaxaca–Blinder Decompositions," IZA Discussion Papers 9036, Institute for the Study of Labor (IZA).
  4. Frandsen, Brigham R. & Frölich, Markus & Melly, Blaise, 2012. "Quantile treatment effects in the regression discontinuity design," Journal of Econometrics, Elsevier, vol. 168(2), pages 382-395.
  5. VU, Tien Manh & Yamada, Hiroyuki, 2017. "Convergence of public and private enterprise wages in a transition economy: Evidence from a distributional decomposition in Vietnam, 2002–2014," AGI Working Paper Series 2017-10, Asian Growth Research Institute.
  6. Antonczyk, Dirk & Fitzenberger, Bernd & Sommerfeld, Katrin, 2010. "Rising wage inequality, the decline of collective bargaining, and the gender wage gap," Labour Economics, Elsevier, vol. 17(5), pages 835-847, October.
  7. David Powell & Dana Goldman, 2016. "Disentangling Moral Hazard and Adverse Selection in Private Health Insurance," NBER Working Papers 21858, National Bureau of Economic Research, Inc.
  8. Patricia Gallego-Granados & Johannes Geyer, 2015. "Distributional and Behavioral Effects of the Gender Wage Gap," Discussion Papers of DIW Berlin 1469, DIW Berlin, German Institute for Economic Research.
  9. Victor Chernozhukov & Iván Fernández‐Val & Blaise Melly, 2013. "Inference on Counterfactual Distributions," Econometrica, Econometric Society, vol. 81(6), pages 2205-2268, November.
  10. Cho, Joonmo & Lee, Tai & Jung, Hanna, 2014. "Glass ceiling in a stratified labor market: Evidence from Korea," Journal of the Japanese and International Economies, Elsevier, vol. 32(C), pages 56-70.
  11. Christian Manuel Posso, 2010. "Desigualdad salarial en Colombia 1984-2005: cambios en la composición del mercado laboral y retornos a la educación post-secundaria," REVISTA DESARROLLO Y SOCIEDAD, UNIVERSIDAD DE LOS ANDES-CEDE, December.
  12. Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney K. Newey, 2016. "Double machine learning for treatment and causal parameters," CeMMAP working papers CWP49/16, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  13. Quinn Andrew Wesley Keefer, 2013. "Compensation Discrimination for Defensive Players," Journal of Sports Economics, , vol. 14(1), pages 23-44, February.
  14. Sebastian Leitner, 2015. "Drivers of wealth inequality in euro area countries," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 137, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
  15. Rothe, Christoph, 2012. "Decomposing the Composition Effect," IZA Discussion Papers 6397, Institute for the Study of Labor (IZA).
  16. Christoph Rothe, 2012. "Partial Distributional Policy Effects," Econometrica, Econometric Society, vol. 80(5), pages 2269-2301, September.
  17. Chernozhukov, Victor & Fernández-Val, Iván & Kowalski, Amanda E., 2015. "Quantile regression with censoring and endogeneity," Journal of Econometrics, Elsevier, vol. 186(1), pages 201-221.
  18. DOORLEY Karina & SIERMINSKA Eva, 2011. "Beauty and the beast in the labor market: Evidence from a distribution regression approach," LISER Working Paper Series 2011-62, LISER.
  19. repec:bla:labour:v:31:y:2017:i:2:p:105-126 is not listed on IDEAS
  20. Matthias Collischon, 2017. "Is there a Glass Ceiling over Germany?," Working Papers 175, Bavarian Graduate Program in Economics (BGPE).
  21. Sloczynski, Tymon, 2013. "Population Average Gender Effects," IZA Discussion Papers 7315, Institute for the Study of Labor (IZA).
  22. Christoph Rothe & Dominik Wied, 2013. "Misspecification Testing in a Class of Conditional Distributional Models," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 108(501), pages 314-324, March.
  23. de Chaisemartin, Clement & D'Haultfoeuille, Xavier, 2015. "Fuzzy Differences-in-Differences," The Warwick Economics Research Paper Series (TWERPS) 1065, University of Warwick, Department of Economics.
  24. repec:eme:rleczz:s0147-912120160000044012 is not listed on IDEAS
  25. Ghosh, Pallab Kumar, 2014. "The contribution of human capital variables to changes in the wage distribution function," Labour Economics, Elsevier, vol. 28(C), pages 58-69.
  26. SIERMINSKA Eva & DOORLEY Karina, 2012. "Decomposing household wealth portfolios across countries: An age-old question?," LISER Working Paper Series 2012-32, LISER.
  27. Roger Koenker & Samantha Leorato & Franco Peracchi, 2013. "Distributional vs. Quantile Regression," CEIS Research Paper 300, Tor Vergata University, CEIS, revised 17 Dec 2013.
  28. Philippe Van Kerm & Seunghee Yu & Chung Choe, 2016. "Decomposing quantile wage gaps: a conditional likelihood approach," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 65(4), pages 507-527, August.
  29. Daniela Piazzalunga & Maria Laura Di Tommaso, 2015. "The increase of the gender wage gap in Italy during the 2008-2012 economic crisis," Carlo Alberto Notebooks 426, Collegio Carlo Alberto.
  30. Dang, Rui, 2015. "Explaining the body mass index gaps between Turkish immigrants and Germans in West Germany 2002-2012: A decomposition analysis of socio-economic causes," Ruhr Economic Papers 580, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  31. Piazzalunga, Daniela, 2017. "The Gender Wage Gap among College Graduates in Italy," IZA Discussion Papers 11045, Institute for the Study of Labor (IZA).
  32. Qin, Yu & Zhu, Hongjia & Zhu, Rong, 2016. "Changes in the distribution of land prices in urban China during 2007–2012," Regional Science and Urban Economics, Elsevier, vol. 57(C), pages 77-90.
  33. Kolodziej, Ingo W.K. & García-Gómez, Pilar, 2017. "The causal effects of retirement on mental health: Looking beyond the mean effects," Ruhr Economic Papers 668, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  34. repec:bla:revinw:v:63:y:2017:i:4:p:821-840 is not listed on IDEAS
  35. McMillen, Daniel, 2015. "Conditionally parametric quantile regression for spatial data: An analysis of land values in early nineteenth century Chicago," Regional Science and Urban Economics, Elsevier, vol. 55(C), pages 28-38.
  36. Cozzi, Guido & Galli, Silvia & Mantovan, Noemi, 2017. "Will a Shrink Make you Richer? Gender Differences in the Effects of Psychotherapy on Labour Efficiency," MPRA Paper 81597, University Library of Munich, Germany.
  37. Hospido, Laura & Moral-Benito, Enrique, 2016. "The public sector wage premium in Spain: Evidence from longitudinal administrative data," Labour Economics, Elsevier, vol. 42(C), pages 101-122.
  38. Julio Galvez & Javier Mencía, 2014. "Distributional Linkages between European Sovereign Bond and Bank Asset Returns," Working Papers wp2014_1407, CEMFI.
  39. Jan Eeckhout & Roberto Pinheiro & Kurt Schmidheiny, 2014. "Spatial Sorting," Journal of Political Economy, University of Chicago Press, vol. 122(3), pages 554-620.
  40. Ekaterina Selezneva & Philippe Van Kerm, 2013. "Inequality-adjusted gender wage differentials in Germany," Working Papers 334, Leibniz Institut für Ost- und Südosteuropaforschung (Institute for East and Southeast European Studies).
  41. 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.
  42. repec:eee:jeborg:v:146:y:2018:i:c:p:222-247 is not listed on IDEAS
  43. Priscillia Hunt, 2012. "From the bottom to the top: a more complete picture of the immigrant-native wage gap in Britain," IZA Journal of Migration, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-18, December.
  44. Peter Lindner, 2015. "Factor decomposition of the wealth distribution in the euro area," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 42(2), pages 291-322, May.
  45. Sakellariou, Chris, 2012. "Decomposing the increase in TIMSS Scores in Ghana : 2003-2007," Policy Research Working Paper Series 6084, The World Bank.
  46. Sokbae Lee & Yoon-Jae Whang, 2009. "Nonparametric tests of conditional treatment effects," CeMMAP working papers CWP36/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  47. de Meijer, Claudine & O’Donnell, Owen & Koopmanschap, Marc & van Doorslaer, Eddy, 2013. "Health expenditure growth: Looking beyond the average through decomposition of the full distribution," Journal of Health Economics, Elsevier, vol. 32(1), pages 88-105.
  48. repec:spr:anresc:v:59:y:2017:i:3:d:10.1007_s00168-016-0771-8 is not listed on IDEAS
  49. Debra Shepherd, 2013. "A question of efficiency: decomposing South African reading test scores using PIRLS 2006," Working Papers 20/2013, Stellenbosch University, Department of Economics.
  50. CHOE Chung & VAN KERM Philippe, 2014. "Foreign workers and the wage distribution: Where do they fit in?," LISER Working Paper Series 2014-02, LISER.
  51. Andrés Sanchez - Jabba, 2011. "Etnia y rendimiento académico en Colombia," REVISTA DE ECONOMÍA DEL ROSARIO, UNIVERSIDAD DEL ROSARIO, November.
  52. Carl Lin & Myeong-Su Yun, 2016. "The Effects of the Minimum Wage on Earnings Inequality: Evidence from China," Research in Labor Economics,in: Income Inequality Around the World, volume 44, pages 179-212 Emerald Publishing Ltd.
  53. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, Elsevier.
  54. Norberto Pignatti, 2012. "Gender wage gap dynamics in a changing Ukraine," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-44, December.
  55. Karsten Kohn & Dirk Antonczyk, 2013. "The aftermath of reunification," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 21(1), pages 73-110, January.
  56. Domenico Depalo & Raffaela Giordano & Evangelia Papapetrou, 2015. "Public–private wage differentials in euro-area countries: evidence from quantile decomposition analysis," Empirical Economics, Springer, vol. 49(3), pages 985-1015, November.
  57. Boris Kaiser, 2013. "Detailed Decompositions in Generalized Linear Models," Diskussionsschriften dp1309, Universitaet Bern, Departement Volkswirtschaft.
  58. Sander Barendse, 2017. "Interquantile Expectation Regression," Tinbergen Institute Discussion Papers 17-034/III, Tinbergen Institute.
  59. Bera Anil K. & Galvao Antonio F. & Montes-Rojas Gabriel V. & Park Sung Y., 2016. "Asymmetric Laplace Regression: Maximum Likelihood, Maximum Entropy and Quantile Regression," Journal of Econometric Methods, De Gruyter, vol. 5(1), pages 79-101, January.
  60. Laure Pasquier-Doumer, 2013. "Intergenerational Transmission of Self-Employed Status in the Informal Sector: A Constrained Choice or Better Income Prospects? Evidence from Seven West African Countries," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 22(1), pages 73-111, January.
  61. Pablo Lavado, "undated". "Identifying Treatment Effects and Counterfactual Distributions using Data Combination with Unobserved Heterogeneity," Working Papers 13-25, Departamento de Economía, Universidad del Pacífico.
  62. Helmut Hofer & Gerlinde Titelbach & Rudolf Winter-Ebmer & Alexander Ahammer, 2017. "Wage Discrimination Against Immigrants in Austria?," LABOUR, CEIS, vol. 31(2), pages 105-126, June.
  63. Martinez-Sanchis, Elena & Mora, Juan & Kandemir, Ilker, 2012. "Counterfactual distributions of wages via quantile regression with endogeneity," Computational Statistics & Data Analysis, Elsevier, vol. 56(11), pages 3212-3229.
  64. Hübler, Olaf, 2013. "Methods in empirical economics - a selective review with applications," Hannover Economic Papers (HEP) dp-513, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
  65. Victor Chernozhukov & Roberto Rigobon & Thomas M. Stoker, 2009. "Set identification with Tobin regressors," CeMMAP working papers CWP12/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  66. Abdel Rahmen El Lahga & Ines Bouassida, 2017. "Public-Private Wage Disparities, Employment and Labor Market Segmentation in Tunisia," Working Papers 1168, Economic Research Forum, revised 12 2017.
  67. Richey, Jeremiah & Rosburg, Alicia, 2015. "Decomposing economic mobility transition matrices," MPRA Paper 66485, University Library of Munich, Germany.
  68. K. Sommerfeld, 2013. "Higher and higher? Performance pay and wage inequality in Germany," Applied Economics, Taylor & Francis Journals, vol. 45(30), pages 4236-4247, October.
  69. Antonczyk, Dirk & DeLeire, Thomas & Fitzenberger, Bernd, 2010. "Polarization and Rising Wage Inequality: Comparing the U.S. and Germany," IZA Discussion Papers 4842, Institute for the Study of Labor (IZA).
  70. Antoine Dechezleprêtre & Ralf Martin & Myra Mohnen, 2014. "Knowledge Spillovers from Clean and Dirty Technologies," CEP Discussion Papers dp1300, Centre for Economic Performance, LSE.
  71. Ömer Limanlı, 2015. "Gender Based Wage Gap in Turkey," EY International Congress on Economics II (EYC2015), November 5-6, 2015, Ankara, Turkey 22, Ekonomik Yaklasim Association.
  72. Richey, Jeremiah & Rosburg, Alicia, 2016. "Understanding intergenerational economic mobility by decomposing joint distributions," MPRA Paper 72665, University Library of Munich, Germany.
  73. Stephen G. Donald & Yu‐Chin Hsu & Garry F. Barrett, 2012. "Incorporating covariates in the measurement of welfare and inequality: methods and applications," Econometrics Journal, Royal Economic Society, vol. 15(1), pages 1-30, February.
  74. Bera, A. K. & Galvao Jr, A. F. & Montes-Rojas, G. & Park, S. Y., 2010. "Which quantile is the most informative? Maximum likelihood, maximum entropy and quantile regression," Working Papers 10/08, Department of Economics, City University London.
  75. Kohn, Karsten & Antonczyk, Dirk, 2011. "The Aftermath of Reunification: Sectoral Transition, Gender, and Rising Wage Inequality in East Germany," IZA Discussion Papers 5708, Institute for the Study of Labor (IZA).
  76. Füss, Roland & Gehrig, Thomas & Rindler, Philipp B, 2011. "Scattered Trust - Did the 2007-08 financial crisis change risk perceptions?," CEPR Discussion Papers 8714, C.E.P.R. Discussion Papers.
  77. Doorley, Karina & Sierminska, Eva, 2012. "Myth or Fact? The Beauty Premium across the Wage Distribution," IZA Discussion Papers 6674, Institute for the Study of Labor (IZA).
  78. Bodvarsson, Őrn B. & Papps, Kerry L. & Sessions, John G., 2014. "Cross-assignment discrimination in pay: A test case of major league baseball," Labour Economics, Elsevier, vol. 28(C), pages 84-95.
  79. Fitzenberger Bernd & Sommerfeld Katrin, 2016. "A Sequential Decomposition of the Drop in Collective Bargaining Coverage," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 236(1), pages 37-69, February.
  80. Sandra Rodríguez, 2014. "Wage inequality in Uruguay: Technological change impact on occupational tasks," Documentos de Trabajo (working papers) 14-15, Instituto de Economía - IECON.
  81. Qiu, Wanling & Rudkin, Simon & Sharma, Abhijit, 2017. "An Analysis of the Impact of Low Cost Airlines on Tourist Stay Duration and Expenditures," MPRA Paper 81428, University Library of Munich, Germany.
  82. Boll, Christina & Leppin, Julian Sebastian, 2013. "Unterwertige Beschäftigung von Akademikerinnen und Akademikern: Umfang, Ursachen, Einkommenseffekte und Beitrag zur geschlechtsspezifischen Lohnlücke," HWWI Policy Papers 75, Hamburg Institute of International Economics (HWWI).
  83. Michele Battisti & Massimo Del Gatto & Christopher F. Parmeter, 2018. "Labor productivity growth: disentangling technology and capital accumulation," Journal of Economic Growth, Springer, vol. 23(1), pages 111-143, March.
  84. Pallab Kumar Ghosh & Jae Yoon Lee, 2016. "Decomposition of Changes in Korean Wage Inequality, 1998–2007," Journal of Labor Research, Springer, vol. 37(1), pages 1-28, March.
  85. BARGAIN Olivier & DOORLEY Karina & VAN KERM Philippe, 2016. "Minimum wages and the gender gap in pay. Evidence from the UK and Ireland," LISER Working Paper Series 2016-02, LISER.
  86. Nicolas Albacete & Pirmin Fessler & Martin Schürz, 2012. "Risk Buffer Profiles of Foreign Currency Mortgage Holders," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 23, pages 58-71.
  87. Salvatori, Andrea, 2014. "The effects of the EU equal-treatment legislation Directive for fixed-term workers: evidence from the UK," ISER Working Paper Series 2014-21, Institute for Social and Economic Research.
  88. Victor Chernozhukov & Roberto Rigobon & Thomas M. Stoker, 2010. "Set identification and sensitivity analysis with Tobin regressors," Quantitative Economics, Econometric Society, vol. 1(2), pages 255-277, November.
  89. Yang, Jidong & Liu, Kai & Zhang, Yiran, 2015. "Happiness Inequality in China," MPRA Paper 66623, University Library of Munich, Germany.
  90. David Powell & Dana P. Goldman, 2014. "Moral Hazard and Adverse Selection in Private Health Insurance," Working Papers WR-1032, RAND Corporation.
  91. Giovanni Russo & Wolter Hassink, 2012. "Multiple Glass Ceilings," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 51(4), pages 892-915, October.
  92. Pablo Lavado & Gonzalo Rivera, 2015. "Identifying treatment effects and counterfactual distributions using data combination with unobserved heterogeneity," Working Papers 15-14, Centro de Investigación, Universidad del Pacífico.
  93. Rothe, Christoph, 2010. "Nonparametric estimation of distributional policy effects," Journal of Econometrics, Elsevier, vol. 155(1), pages 56-70, March.
  94. Christian N. Brinch & Erik Hernæs & Zhiyang Jia, 2017. "Salience and Social Security Benefits," Journal of Labor Economics, University of Chicago Press, vol. 35(1), pages 265-297.
  95. Victor Chernozhukov & Iv'an Fern'andez-Val & Martin Weidner, 2018. "Network and Panel Quantile Effects Via Distribution Regression," Papers 1803.08154, arXiv.org.
  96. VAN KERM Philippe & YU Seunghee & CHOE Chung, 2014. "Wage differentials between native, immigrant and cross-border workers: Evidence and model comparisons," LISER Working Paper Series 2014-05, LISER.
  97. Santiago Pereda Fernández, 2016. "Estimation of counterfactual distributions with a continuous endogenous treatment," Temi di discussione (Economic working papers) 1053, Bank of Italy, Economic Research and International Relations Area.
  98. repec:unu:wpaper:wp2012-10 is not listed on IDEAS
  99. Menshawy Badr & Oliver Morrissey & Simon Appleton, "undated". "Gender differentials in maths test scores in Mena countries," Discussion Papers 12/04, University of Nottingham, CREDIT.
  100. B. Essama-Nssah & Peter J. Lambert, 2011. "Influence functions for distributional statistics," Working Papers 236, ECINEQ, Society for the Study of Economic Inequality.
  101. Juan Carlos Escanciano & Chuan Goh, 2010. "Specification Analysis of Structural Quantile Regression Models," Working Papers tecipa-415, University of Toronto, Department of Economics.
  102. Daniel Baumgarten & Gabriel Felbermayr & Sybille Lehwald, 2016. "Dissecting between-plant and within-plant wage dispersion - Evidence from Germany," ifo Working Paper Series 216, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
  103. Igor Jakubiak, 2015. "Immigrants in the United Kingdom: wage gap and origin," Ekonomia journal, Faculty of Economic Sciences, University of Warsaw, vol. 43.
  104. repec:sgh:annals:i:47:y:2017:p:129-142 is not listed on IDEAS
  105. Thomschke, Lorenz, 2015. "Changes in the distribution of rental prices in Berlin," Regional Science and Urban Economics, Elsevier, vol. 51(C), pages 88-100.
  106. Vu, Tien Manh & Yamada, Hiroyuki, 2017. "Decomposing Gender Equality along the Wage Distribution in Vietnam during the Period 2002–14," AGI Working Paper Series 2017-04, Asian Growth Research Institute.
  107. Asplund, Rita & Lilja, Reija, 2010. "Wage formation and gender wage gaps: The changing role of human capital in the Finnish technology industry," Discussion Papers 1230, The Research Institute of the Finnish Economy.
  108. repec:eee:econom:v:199:y:2017:i:1:p:35-48 is not listed on IDEAS
  109. Irene Botosaru & Chris Muris, 2017. "Binarization for panel models with fixed effects," CeMMAP working papers CWP31/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  110. Martin Huber & Blaise Melly, 2012. "A test of the conditional independence assumption in sample selection models," Working Papers 2012-11, Brown University, Department of Economics.
  111. Richey, Jeremiah & Rosburg, Alicia, 2016. "Decomposing Joint Distributions via Reweighting Functions: An Application to Intergenerational Economic Mobility," MPRA Paper 74744, University Library of Munich, Germany.
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