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Blaise Melly

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Working papers

  1. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.

    Cited by:

    1. Burgherr, David, 2022. "Behavioral Responses to a Pension Savings Mandate : Quasi-experimental Evidence from Swiss Tax Data," CAGE Online Working Paper Series 645, Competitive Advantage in the Global Economy (CAGE).
    2. Kopytok, V., 2022. "Unemployment benefits and duration of registered unemployment in Russia: Regression kink design," Journal of the New Economic Association, New Economic Association, vol. 54(2), pages 156-175.
    3. Fang, Guanfu & Miao, Liya, 2024. "Expanding boundaries: The Impact of kindergarten availability on women's employment in China," Labour Economics, Elsevier, vol. 88(C).

  2. Victor Chernozhukov & Iv'an Fern'andez-Val & Blaise Melly, 2019. "Fast Algorithms for the Quantile Regression Process," Papers 1909.05782, arXiv.org, revised Apr 2020.

    Cited by:

    1. Cuesta, Lizeth & Ruiz, Yomara, 2021. "Efecto de la globalización sobre la desigualdad. Un estudio global para 104 países usando regresiones cuantílicas [Effect of globalization on inequality. A global study for 104 countries using quan," MPRA Paper 111022, University Library of Munich, Germany.
    2. Wang, Xiuhua & Wang, Yipeng & Zhao, Yaxiong, 2022. "Financial permeation and rural poverty reduction Nexus: Further insights from counties in China," China Economic Review, Elsevier, vol. 76(C).
    3. Gloria Gonzalez-Rivera & Vladimir Rodriguez-Caballero & Esther Ruiz, 2023. "Expecting the unexpected: Stressed scenarios for economic growth," Working Papers 202314, University of California at Riverside, Department of Economics.
    4. Santiago Pereda-Fern'andez, 2024. "Fast Algorithms for Quantile Regression with Selection," Papers 2402.16693, arXiv.org.
    5. Ignacio Garr'on & C. Vladimir Rodr'iguez-Caballero & Esther Ruiz, 2024. "International vulnerability of inflation," Papers 2410.20628, arXiv.org, revised Oct 2024.
    6. Garrón Vedia, Ignacio & Rodríguez Caballero, Carlos Vladimir & Ruiz Ortega, Esther, 2024. "International vulnerability of inflation," DES - Working Papers. Statistics and Econometrics. WS 44814, Universidad Carlos III de Madrid. Departamento de Estadística.
    7. Sokbae Lee & Yuan Liao & Myung Hwan Seo & Youngki Shin, 2022. "Fast Inference for Quantile Regression with Tens of Millions of Observations," Papers 2209.14502, arXiv.org, revised Oct 2023.
    8. Borgen, Nicolai T. & Haupt, Andreas & Wiborg, Øyvind N., 2021. "Flexible and fast estimation of quantile treatment effects: The rqr and rqrplot commands," SocArXiv 4vquh, Center for Open Science.

  3. Bargain, Olivier B. & Etienne, Audrey & Melly, Blaise, 2018. "Public Sector Wage Gaps over the Long-Run: Evidence from Panel Administrative Data," IZA Discussion Papers 11924, Institute of Labor Economics (IZA).

    Cited by:

    1. Bonaccolto-Töpfer, Marina & Castagnetti, Carolina, 2021. "The COVID-19 pandemic: A threat to higher education?," Discussion Papers 117, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    2. Rattsø, Jørn & Stokke, Hildegunn E., 2020. "Private-public wage gap and return to experience: Role of geography, gender and education," Regional Science and Urban Economics, Elsevier, vol. 84(C).
    3. Gindling,T. H. & Hasnain,Zahid & Newhouse,David Locke & Shi,Rong, 2019. "Are Public Sector Workers in Developing Countries Overpaid ? Evidence from a New Global Data Set," Policy Research Working Paper Series 8754, The World Bank.
    4. Bonaccolto-Töpfer, Marina & Castagnetti, Carolina & Prümer, Stephanie, 2022. "Understanding the public-private sector wage gap in Germany: New evidence from a Fixed Effects quantile Approach∗," Economic Modelling, Elsevier, vol. 116(C).
    5. Bonaccolto-Töpfer, Marina & Castagnetti, Carolina & Prümer, Stephanie, 2021. "Does it pay to go public? Understanding the public-private sector wage gap in Germany," Discussion Papers 116, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    6. Marina Bonaccolto-Töpfer & Carolina Castagnetti, 2024. "The COVID-19 pandemic: a threat to higher education? Evidence from a large university in Northern Italy," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 58(1), pages 1-13, December.
    7. Carolina Castagnetti & Luisa Rosti & Marina Toepfer, 2019. "The Public-Private Sector Wage Differential Across Gender in Italy: a New Quantile-Based Decomposition Approach," DEM Working Papers Series 172, University of Pavia, Department of Economics and Management.
    8. Jørn Rattsø & Hildegunn E Stokke, 2022. "Public sector wage compression and wage inequality: Gender and geographic heterogeneity," Working Paper Series 19522, Department of Economics, Norwegian University of Science and Technology.
    9. Martina Pons & Blaise Melly, 2022. "Stata commands to estimate quantile regression with panel and grouped data," Swiss Stata Conference 2022 05, Stata Users Group.

  4. Victor Chernozhukov & Iv'an Fern'andez-Val & Blaise Melly & Kaspar Wuthrich, 2016. "Generic Inference on Quantile and Quantile Effect Functions for Discrete Outcomes," Papers 1608.05142, arXiv.org, revised Aug 2018.

    Cited by:

    1. Victor Chernozhukov & Ivan Fernandez-Val & Martin Weidner, 2020. "Network and Panel Quantile Effects Via Distribution Regression," CeMMAP working papers CWP27/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Victor Chernozhukov & Ivan Fernandez-Val & Whitney K. Newey & Sami Stouli & Francis Vella, 2017. "Semiparametric estimation of structural functions in nonseparable triangular models," CeMMAP working papers 48/17, Institute for Fiscal Studies.
    3. Kaspar Wuthrich & Ying Zhu, 2019. "Omitted variable bias of Lasso-based inference methods: A finite sample analysis," Papers 1903.08704, arXiv.org, revised Sep 2021.
    4. Victor Chernozhukov & Ivan Fernandez-Val & Siyi Luo, 2018. "Distribution regression with sample selection, with an application to wage decompositions in the UK," CeMMAP working papers CWP68/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. Ferdi Botha & John P. de New & Sonja C. de New & David C. Ribar & Nicolás Salamanca, 2020. "COVID-19 labour market shocks and their inequality implications for financial wellbeing," Melbourne Institute Working Paper Series wp2020n15, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    6. 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.
    7. Valentina Corradi & Daniel Gutknecht, 2019. "Testing for Quantile Sample Selection," Papers 1907.07412, arXiv.org, revised Jan 2021.
    8. Lamarche, Carlos & Shi, Xuan & Young, Derek S., 2024. "Conditional Quantile Functions for Zero-Inflated Longitudinal Count Data," Econometrics and Statistics, Elsevier, vol. 31(C), pages 49-65.
    9. Tatsushi Oka & Shota Yasui & Yuta Hayakawa & Undral Byambadalai, 2024. "Regression Adjustment for Estimating Distributional Treatment Effects in Randomized Controlled Trials," Papers 2407.14074, arXiv.org.
    10. Victor Chernozhukov & Kaspar Wuthrich & Yinchu Zhu, 2019. "Distributional conformal prediction," Papers 1909.07889, arXiv.org, revised Aug 2021.
    11. Ferdi Botha & John P. de New, 2020. "COVID-19 infections, labour market shocks, and subjective well-being," Melbourne Institute Working Paper Series wp2020n14, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    12. Victor Chernozhukov & Ivan Fernandez-Val & Siyi Luo, 2023. "Distribution regression with sample selection and UK wage decomposition," CeMMAP working papers 09/23, Institute for Fiscal Studies.

  5. Mingli Chen & Victor Chernozhukov & Iv'an Fern'andez-Val & Blaise Melly, 2016. "Counterfactual: An R Package for Counterfactual Analysis," Papers 1610.07894, arXiv.org.

    Cited by:

    1. 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.
    2. Delprato, Marcos & Chudgar, Amita, 2018. "Factors associated with private-public school performance: Analysis of TALIS-PISA link data," International Journal of Educational Development, Elsevier, vol. 61(C), pages 155-172.

  6. Blaise Melly und Kaspar W thrich, 2016. "Local quantile treatment effects," Diskussionsschriften dp1605, Universitaet Bern, Departement Volkswirtschaft.

    Cited by:

    1. Victor Chernozhukov & Christian Hansen & Kaspar Wuthrich, 2020. "Instrumental Variable Quantile Regression," Papers 2009.00436, arXiv.org.

  7. Huber, Martin & Melly, Blaise, 2011. "Quantile Regression in the Presence of Sample Selection," Economics Working Paper Series 1109, University of St. Gallen, School of Economics and Political Science.

    Cited by:

    1. SELEZNEVA Ekaterina & VAN KERM Philippe, 2013. "Inequality-adjusted gender wage differentials in Germany," LISER Working Paper Series 2013-18, Luxembourg Institute of Socio-Economic Research (LISER).
    2. Aysit Tansel & Halil Ibrahim Keskin & Zeynel Abidin Ozdemir, 2018. "Public Versus Private Sector Wage Gap in Egypt: Evidence from Quantile Regression on Panel Data," Working Papers 1265, Economic Research Forum, revised 10 Dec 2018.
    3. Martin Huber & Giovanni Mellace, 2015. "Sharp Bounds on Causal Effects under Sample Selection," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(1), pages 129-151, February.
    4. Ekaterina Selezneva & Philippe Van Kerm, 2016. "A distribution-sensitive examination of the gender wage gap in Germany," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 14(1), pages 21-40, March.
    5. Olivier Bargain & Prudence Kwenda, 2013. "The Informal Sector Wage Gap: New Evidence using Quantile Estimations on Panel Data," Working Papers halshs-00967324, HAL.
    6. Stefan Hoderlein & Bettina Siflinger & Joachim Winter, 2015. "Identification of structural models in the presence of measurement error due to rounding in survey responses," Boston College Working Papers in Economics 869, Boston College Department of Economics.
    7. Christofides, Louis N. & Polycarpou, Alexandros & Vrachimis, Konstantinos, 2013. "Gender wage gaps, ‘sticky floors’ and ‘glass ceilings’ in Europe," Labour Economics, Elsevier, vol. 21(C), pages 86-102.
    8. Schwiebert, Jörg, 2012. "Semiparametric Estimation of a Sample Selection Model in the Presence of Endogeneity," Hannover Economic Papers (HEP) dp-504, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    9. VAN KERM Philippe, 2009. "Generalized measures of wage differentials," IRISS Working Paper Series 2009-08, IRISS at CEPS/INSTEAD.
    10. Bargain, Olivier B. & Doorley, Karina & Van Kerm, Philippe, 2018. "Minimum Wages and the Gender Gap in Pay: New Evidence from the UK and Ireland," IZA Discussion Papers 11502, Institute of Labor Economics (IZA).
    11. Zheng Fang & Chris Sakellariou, 2015. "Glass Ceilings versus Sticky Floors: Evidence from Southeast Asia and an International Update," Asian Economic Journal, East Asian Economic Association, vol. 29(3), pages 215-242, September.
    12. Christopoulou, Rebekka & Monastiriotis, Vassilis, 2016. "Public-private wage duality during the Greek crisis," LSE Research Online Documents on Economics 62743, London School of Economics and Political Science, LSE Library.
    13. 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.
    14. Rebekka Christopoulou & Vassilis Monastiriotis, 2014. "The Greek Public Sector Wage Premium before the Crisis: Size, Selection and Relative Valuation of Characteristics," British Journal of Industrial Relations, London School of Economics, vol. 52(3), pages 579-602, September.
    15. 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, Luxembourg Institute of Socio-Economic Research (LISER).

  8. Michael Lechner & Blaise Melly, 2010. "Partial Idendification of Wage Effects of Training Programs," Working Papers 2010-8, Brown University, Department of Economics.

    Cited by:

    1. Huber, Martin & Melly, Blaise, 2011. "Quantile Regression in the Presence of Sample Selection," Economics Working Paper Series 1109, University of St. Gallen, School of Economics and Political Science.
    2. Kaitlin Anderson & Gema Zamarro & Jennifer Steele & Trey Miller, 2021. "Comparing Performance of Methods to Deal With Differential Attrition in Randomized Experimental Evaluations," Evaluation Review, , vol. 45(1-2), pages 70-104, February.
    3. Vitor Possebom, 2019. "Sharp Bounds for the Marginal Treatment Effect with Sample Selection," Papers 1904.08522, arXiv.org.
    4. Lechner, Michael & Schünemann, Benjamin & Wunsch, Conny, 2013. "Do Long-term Unemployed Workers Benefit from Targeted Wage Subsidies?," Working papers 2013/14, Faculty of Business and Economics - University of Basel.
    5. German Blanco & Carlos A. Flores & Alfonso Flores-Lagunes, 2013. "Bounds on Average and Quantile Treatment Effects of Job Corps Training on Wages," Journal of Human Resources, University of Wisconsin Press, vol. 48(3), pages 659-701.
    6. Bia, Michela & Flores-Lagunes, Alfonso & Mercatanti, Andrea, 2018. "Evaluation of Language Training Programs in Luxembourg Using Principal Stratification," IZA Discussion Papers 11973, Institute of Labor Economics (IZA).
    7. Possebom, Vitor, 2018. "Sharp bounds on the MTE with sample selection," MPRA Paper 89785, University Library of Munich, Germany.
    8. Brigham R. Frandsen & Lars J. Lefgren, 2021. "Partial identification of the distribution of treatment effects with an application to the Knowledge is Power Program (KIPP)," Quantitative Economics, Econometric Society, vol. 12(1), pages 143-171, January.
    9. Maasoumi, Esfandiar & Wang, Le, 2017. "What can we learn about the racial gap in the presence of sample selection?," Journal of Econometrics, Elsevier, vol. 199(2), pages 117-130.
    10. Bampasidou, Maria & Flores, Carlos A. & Flores-Lagunes, Alfonso, 2011. "Unbundling the Degree Effect in a Job Training Program for Disadvantaged Youth," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103619, Agricultural and Applied Economics Association.
    11. Giovanni Mellace & Roberto Rocci, 2011. "Principal Stratification in sample selection problems with non normal error terms," CEIS Research Paper 194, Tor Vergata University, CEIS, revised 02 May 2011.

  9. Frölich, Markus & Melly, Blaise, 2010. "Quantile Treatment Effects in the Regression Discontinuity Design: Process Results and Gini Coefficient," IZA Discussion Papers 4993, Institute of Labor Economics (IZA).

    Cited by:

    1. Biggeri, Mario & Carraro, Alessandro & Ciani, Federico & Romano, Donato, 2022. "Disentangling the impact of a multiple-component project on SDG dimensions: The case of durum wheat value chain development in Oromia (Ethiopia)," World Development, Elsevier, vol. 153(C).
    2. Peter Howard-Jones & Jens Hölscher & Dragana Radicic, 2017. "Firm Productivity In The Western Balkans: The Impact Of European Union Membership And Access To Finance," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 62(215), pages 7-52, October –.
    3. Frölich, Markus & Melly, Blaise, 2008. "Quantile Treatment Effects in the Regression Discontinuity Design," IZA Discussion Papers 3638, Institute of Labor Economics (IZA).
    4. Biggeri, Mario & Burchi, Francesco & Ciani, Federico & Herrmann, Raoul, 2018. "Linking small-scale farmers to the durum wheat value chain in Ethiopia: Assessing the effects on production and wellbeing," Food Policy, Elsevier, vol. 79(C), pages 77-91.
    5. Caro, Juan Carlos, 2020. "Parental investments, socioemotional development and nutritional health in Chile," MPRA Paper 98867, University Library of Munich, Germany.
    6. Caro, Juan Carlos, 2020. "Child development and obesity prevention: evidence from the Chilean School Meals Program," MPRA Paper 98865, University Library of Munich, Germany.

  10. Victor Chernozhukov & Ivan Fernandez-Val & Blaise Melly, 2009. "Inference on Counterfactual Distributions," Papers 0904.0951, arXiv.org, revised Sep 2013.

    Cited by:

    1. Brantly Callaway, 2020. "Bounds on Distributional Treatment Effect Parameters using Panel Data with an Application on Job Displacement," Papers 2008.08117, arXiv.org.
    2. Kolodziej, Ingo W.K. & García-Gómez, Pilar, 2019. "Saved by retirement: Beyond the mean effect on mental health," Social Science & Medicine, Elsevier, vol. 225(C), pages 85-97.
    3. René Böheim & Klemens Himpele & Helmut Mahringer & Christine Zulehner, 2013. "The distribution of the gender wage gap in Austria: evidence from matched employer-employee data and tax records [Eine Auswertung von Steuer- und Sozialversicherungsdaten zur Untersuchung der Verte," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 46(1), pages 19-34, March.
    4. Romuald Meango & Esther Mirjam Girsberger, 2023. "Identification of Ex ante Returns Using Elicited Choice Probabilities: an Application to Preferences for Public-sector Jobs," Papers 2303.03009, arXiv.org, revised Jun 2024.
    5. Victor Chernozhukov & Ivan Fernandez-Val & Amanda Kowalski, 2011. "Quantile regression with censoring and endogeneity," CeMMAP working papers CWP20/11, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    6. Alexander Sohn & Nadja Klein & Thomas Kneib, 2014. "A New Semiparametric Approach to Analysing Conditional Income Distributions," SOEPpapers on Multidisciplinary Panel Data Research 676, DIW Berlin, The German Socio-Economic Panel (SOEP).
    7. Victor Chernozhukov & Ivan Fernandez-Val & Martin Weidner, 2020. "Network and Panel Quantile Effects Via Distribution Regression," CeMMAP working papers CWP27/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    8. Mustafizur Rahman & Md. Al-Hasan, 2021. "Explaining Pro-Women Gender Wage Gap in Bangladesh," CPD Report 19, Centre for Policy Dialogue (CPD).
    9. Kobus, Martyna & Kapera, Marek & Maasoumi, Esfandiar, 2024. "Gap in many dimensions: Application to gender," Labour Economics, Elsevier, vol. 89(C).
    10. Daniela Piazzalunga, 2017. "The Gender Wage Gap among College Graduates in Italy," FBK-IRVAPP Working Papers 2017-03, Research Institute for the Evaluation of Public Policies (IRVAPP), Bruno Kessler Foundation.
    11. Maitra, Pushkar & Neelim, Ananta & Tran, Chau, 2021. "The role of risk and negotiation in explaining the gender wage gap," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 1-27.
    12. SELEZNEVA Ekaterina & VAN KERM Philippe, 2013. "Inequality-adjusted gender wage differentials in Germany," LISER Working Paper Series 2013-18, Luxembourg Institute of Socio-Economic Research (LISER).
    13. Ilias Georgakopoulos, 2019. "Income and Wealth Inequality in Malta," International Journal of Social Science Studies, Redfame publishing, vol. 7(5), pages 58-71, September.
    14. Victor Chernozhukov & Ivan Fernandez-Val & Whitney K. Newey & Sami Stouli & Francis Vella, 2017. "Semiparametric estimation of structural functions in nonseparable triangular models," CeMMAP working papers 48/17, Institute for Fiscal Studies.
    15. Jean‐Paul Chavas & Giorgia Rivieccio & Salvatore Di Falco & Giovanni De Luca & Fabian Capitanio, 2022. "Agricultural diversification, productivity, and food security across time and space," Agricultural Economics, International Association of Agricultural Economists, vol. 53(S1), pages 41-58, November.
    16. Wüthrich, Kaspar, 2019. "A closed-form estimator for quantile treatment effects with endogeneity," Journal of Econometrics, Elsevier, vol. 210(2), pages 219-235.
    17. 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.
    18. Andrew M. Jones & James Lomas & Nigel Rice, 2015. "Healthcare Cost Regressions: Going Beyond the Mean to Estimate the Full Distribution," Health Economics, John Wiley & Sons, Ltd., vol. 24(9), pages 1192-1212, September.
    19. Amal Jmaii & Damien Rousselière & Christophe Daniel, 2017. "Semi†parametric Regression†based Decomposition Methods: Evidence from Regional Inequality in Tunisia," African Development Review, African Development Bank, vol. 29(4), pages 660-673, December.
    20. 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,Facultad de Economía, CEDE, December.
    21. Piazzalunga, Daniela & Di Tommaso, Maria Laura, 2016. "The Increase of the Gender Wage Gap in Italy during the 2008-2012 Economic Crisis," IZA Discussion Papers 9931, Institute of Labor Economics (IZA).
    22. Domenico Depalo & Raffaela Giordano & Evangelia Papapetrou, 2013. "Public-private wage differentials in euro area countries: evidence from quantile decomposition analysis," Temi di discussione (Economic working papers) 907, Bank of Italy, Economic Research and International Relations Area.
    23. Ekaterina Selezneva & Philippe Van Kerm, 2016. "A distribution-sensitive examination of the gender wage gap in Germany," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 14(1), pages 21-40, March.
    24. Brinch, Christian N. & Hernæs, Erik & Jia, Zhiyang, 2015. "Salience and Social Security Benefits," Memorandum 13/2015, Oslo University, Department of Economics.
    25. 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.
    26. Huong Thi Trinh & Michel Simioni & Christine Thomas-Agnan, 2018. "Decomposition of changes in the consumption of macronutrients in Vietnam between 2004 and 2014," Post-Print hal-02621238, HAL.
    27. Quinn Andrew Wesley Keefer, 2013. "Compensation Discrimination for Defensive Players," Journal of Sports Economics, , vol. 14(1), pages 23-44, February.
    28. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    29. Fernandez-Val , Ivan & van Vuuren, Aico & Vella, Francis, 2018. "Nonseparable Sample Selection Models with Censored Selection Rules," Working Papers in Economics 716, University of Gothenburg, Department of Economics.
    30. Ferdi Botha & John P. New & Sonja C. New & David C. Ribar & Nicolás Salamanca, 2021. "Implications of COVID-19 labour market shocks for inequality in financial wellbeing," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(2), pages 655-689, April.
    31. Todd Morris, 2022. "The unequal burden of retirement reform: Evidence from Australia," Economic Inquiry, Western Economic Association International, vol. 60(2), pages 592-619, April.
    32. Christoph Rothe, 2012. "Partial Distributional Policy Effects," Econometrica, Econometric Society, vol. 80(5), pages 2269-2301, September.
    33. Sebastian Leitner, 2016. "Drivers of Wealth Inequality in Euro-Area Countries," wiiw Working Papers 122, The Vienna Institute for International Economic Studies, wiiw.
    34. Francesconi, Marco & Parey, Matthias, 2018. "Early Gender Gaps among University Graduates," IZA Discussion Papers 11361, Institute of Labor Economics (IZA).
    35. Victor Chernozhukov & Ivan Fernandez-Val & Blaise Melly, 2009. "Inference on counterfactual distributions," CeMMAP working papers CWP09/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    36. Jidong Yang & Kai Liu & Yiran Zhang, 2019. "Happiness Inequality in China," Journal of Happiness Studies, Springer, vol. 20(8), pages 2747-2771, December.
    37. 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.
    38. Roberto Pinheiro & Kurt Schmidheiny & Jan Eeckhout, 2011. "Spatial Sorting," 2011 Meeting Papers 488, Society for Economic Dynamics.
    39. Richey, Jeremiah & Rosburg, Alicia, 2016. "Understanding intergenerational economic mobility by decomposing joint distributions," MPRA Paper 72665, University Library of Munich, Germany.
    40. 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.
    41. 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.
    42. Yang, Jidong & Liu, Kai & Zhang, Yiran, 2015. "Happiness Inequality in China," MPRA Paper 66623, University Library of Munich, Germany.
    43. 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.
    44. Hendry, David F. & Pretis, Felix, 2023. "Analysing differences between scenarios," International Journal of Forecasting, Elsevier, vol. 39(2), pages 754-771.
    45. Clément de Chaisemartin, 2012. "Fuzzy differences in differences," PSE Working Papers halshs-00671368, HAL.
    46. Grossman, Daniel & Khalil, Umair, 2022. "Neighborhood crime and infant health," Journal of Urban Economics, Elsevier, vol. 130(C).
    47. 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.
    48. Gerhard Tutz, 2022. "Ordinal Trees and Random Forests: Score-Free Recursive Partitioning and Improved Ensembles," Journal of Classification, Springer;The Classification Society, vol. 39(2), pages 241-263, July.
    49. Satinder Singh & Jajati K. Parida, 2022. "Employment and Earning Differentials Among Vocationally Trained Youth: Evidence from field studies in Punjab and Haryana in India," Millennial Asia, , vol. 13(1), pages 142-172, April.
    50. Carlos Oliveira, 2022. "How is the Minimum Wage Shaping the Wage Disitribution: Bite, Spillovers, and Wage Inequality," GEE Papers 0160, Gabinete de Estratégia e Estudos, Ministério da Economia, revised May 2022.
    51. 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.
    52. Giampiero Marra & Matteo Fasiolo & Rosalba Radice & Rainer Winkelmann, 2023. "A flexible copula regression model with Bernoulli and Tweedie margins for estimating the effect of spending on mental health," Health Economics, John Wiley & Sons, Ltd., vol. 32(6), pages 1305-1322, June.
    53. Liang, Che-Yuan, 2018. "Taxes and Household Labor Supply: Estimating Distributional Effects of Nonlinear Prices on Multidimensional Choice," Working Paper Series 2018:2, Uppsala University, Department of Economics.
    54. Caselli, Francesca & Wingender, Philippe, 2021. "Heterogeneous effects of fiscal rules: The Maastricht fiscal criterion and the counterfactual distribution of government deficits✰," European Economic Review, Elsevier, vol. 136(C).
    55. Clément de Chaisemartin & Xavier d'Haultfoeuille, 2014. "Fuzzy Changes-in-Changes," Working Papers 2014-18, Center for Research in Economics and Statistics.
    56. Helmut Hofer & Gerlinde Titelbach & Rudolf Winter-Ebmer, 2014. "Wage discrimination against immigrants in Austria?," NRN working papers 2014-07, The Austrian Center for Labor Economics and the Analysis of the Welfare State, Johannes Kepler University Linz, Austria.
    57. Richey, Jeremiah & Rosburg, Alicia, 2015. "Decomposing economic mobility transition matrices," MPRA Paper 66485, University Library of Munich, Germany.
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    Cited by:

    1. Chernozhukov, Victor & Fernández-Val, Iván & Melly, Blaise & Wüthrich, Kaspar, 2020. "Generic Inference on Quantile and Quantile Effect Functions for Discrete Outcomes," University of California at San Diego, Economics Working Paper Series qt5zm6m9rq, Department of Economics, UC San Diego.
    2. Wüthrich, Kaspar, 2019. "A closed-form estimator for quantile treatment effects with endogeneity," Journal of Econometrics, Elsevier, vol. 210(2), pages 219-235.
    3. Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2021. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP16/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    4. Ivan A Canay & Vishal Kamat, 2018. "Approximate Permutation Tests and Induced Order Statistics in the Regression Discontinuity Design," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1577-1608.
    5. Eduardo Fé, 2010. "An application of local linear regression with asymmetric kernels to regression discontinuity designs," Economics Discussion Paper Series 1016, Economics, The University of Manchester.
    6. Ling Li & Perry Singleton, 2019. "The Effect of Workplace Inspections on Worker Safety," ILR Review, Cornell University, ILR School, vol. 72(3), pages 718-748, May.
    7. Steven F. Koch & Jeffrey S. Racine, 2013. "Health Care Facility Choice and User Fee Abolition: Regression Discontinuity in a Multinomial Choice Setting," Working Papers 201353, University of Pretoria, Department of Economics.
    8. Frölich, Markus & Huber, Martin, 2014. "Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables," IZA Discussion Papers 8280, Institute of Labor Economics (IZA).
    9. P. Givord & X. Dhaultfoeuille, 2013. "La régression quantile en pratique," Documents de Travail de l'Insee - INSEE Working Papers m2013-01, Institut National de la Statistique et des Etudes Economiques.
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    13. Leopoldo Fergusson & Arturo Harker & Carlos Molina & Juan Camilo Yamín, 2023. "Political incentives and corruption evidence from ghost students," Documentos CEDE 20732, Universidad de los Andes, Facultad de Economía, CEDE.
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    30. Matti Sarvimäki & Hanna Pesola, 2022. "Intergenerational Spillovers of Integration Policies: Evidence from Finland’s Integration Plans," RF Berlin - CReAM Discussion Paper Series 2212, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    31. Qin Zhou & Karen Eggleston & Gordon G. Liu, 2021. "Healthcare utilization at retirement in China," Health Economics, John Wiley & Sons, Ltd., vol. 30(11), pages 2618-2636, November.
    32. Villamizar-Villegas, Mauricio & Pinzón-Puerto, Freddy A. & Ruiz-Sánchez, María Alejandra, 2020. "A Comprehensive History of Regression Discontinuity Designs: An Empirical Survey of the last 60 Years," Working papers 38, Red Investigadores de Economía.
    33. Guido Imbens & Karthik Kalyanaraman, 2010. "Optimal bandwidth choice for the regression discontinuity estimator," CeMMAP working papers CWP05/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
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    35. Li, Yanan & Sunder, Naveen, 2024. "Distributional effects of education on mental health," Labour Economics, Elsevier, vol. 88(C).
    36. Xu, Ke-Li, 2020. "Inference of local regression in the presence of nuisance parameters," Journal of Econometrics, Elsevier, vol. 218(2), pages 532-560.
    37. Yu-Chin Hsu & Chung-Ming Kuan & Giorgio Teng-Yu Lo, 2017. "Quantile Treatment Effects in Regression Discontinuity Designs with Covariates," IEAS Working Paper : academic research 17-A009, Institute of Economics, Academia Sinica, Taipei, Taiwan.
    38. Hiroaki Kaido & Kaspar Wüthrich, 2018. "Decentralization estimators for instrumental variable quantile regression models," CeMMAP working papers CWP72/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    39. Gerard, François & Rothe, Christoph & Rokkanen, Miikka, 2016. "Bounds on Treatment Effects in Regression Discontinuity Designs under Manipulation of the Running Variable, with an Application," CEPR Discussion Papers 11668, C.E.P.R. Discussion Papers.
    40. Angrist, Joshua & Rokkanen, Miikka, 2013. "Wanna Get Away? RD Identification Away from the Cutoff," IZA Discussion Papers 7429, Institute of Labor Economics (IZA).
    41. Ling Li & Shawn Rohlin & Perry Singleton, 2022. "Labor Unions and Workplace Safety," ILR Review, Cornell University, ILR School, vol. 75(2), pages 402-426, March.
    42. Camelo, Rafael & Ponczek, Vladimir, 2021. "Teacher Turnover and Financial Incentives in Underprivileged Schools: Evidence from a Compensation Policy in a Developing Country," Economics of Education Review, Elsevier, vol. 80(C).
    43. Pesola, Hanna Onerva & Sarvimäki, Matti, 2022. "Intergenerational Spillovers of Integration Policies: Evidence from Finland's Integration Plans," IZA Discussion Papers 15310, Institute of Labor Economics (IZA).
    44. Chiang, Harold D. & Sasaki, Yuya, 2019. "Causal inference by quantile regression kink designs," Journal of Econometrics, Elsevier, vol. 210(2), pages 405-433.
    45. Beshears, John, 2013. "The performance of corporate alliances: Evidence from oil and gas drilling in the Gulf of Mexico," Journal of Financial Economics, Elsevier, vol. 110(2), pages 324-346.
    46. Bernal, Noelia & Carpio, Miguel A. & Klein, Tobias J., 2017. "The effects of access to health insurance: Evidence from a regression discontinuity design in Peru," Journal of Public Economics, Elsevier, vol. 154(C), pages 122-136.
    47. Stahlschmidt, Stephan & Eckardt, Matthias & Härdle, Wolfgang Karl, 2014. "Expectile treatment effects: An efficient alternative to compute the distribution of treatment effects," SFB 649 Discussion Papers 2014-059, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    48. Xu, Ke-Li, 2017. "Regression discontinuity with categorical outcomes," Journal of Econometrics, Elsevier, vol. 201(1), pages 1-18.
    49. Stefan Boes & Dominik Hangartner & Lukas Schmid, 2011. "Identification of Causal Education Effects Using a Discontinuity in School Entry Tests: First Results from a Pilot Study," Diskussionsschriften dp1103, Universitaet Bern, Departement Volkswirtschaft.
    50. Gabrieli, T. & Galvao Jr, A. F. & Montes-Rojas, G., 2010. "Who benefits from reducing the cost of formality? Quantile regression discontinuity analysis," Working Papers 10/07, Department of Economics, City University London.
    51. Marinho Bertanha, 2021. "Regression Discontinuity Design with Many Thresholds," Papers 2101.01245, arXiv.org.
    52. Jing You & Miguel Niño-Zarazúa, 2017. "Smoothing or strengthening the 'Great Gatsby curve'?: The intergenerational impact of China's New Rural Pension Scheme," WIDER Working Paper Series wp-2017-199, World Institute for Development Economic Research (UNU-WIDER).
    53. Jin-young Choi & Myoung-jae Lee, 2017. "Regression discontinuity: review with extensions," Statistical Papers, Springer, vol. 58(4), pages 1217-1246, December.
    54. Yu-Chin Hsu & Ji-Liang Shiu & Yuanyuan Wan, 2023. "Testing Identification Conditions of LATE in Fuzzy Regression Discontinuity Designs," Working Papers tecipa-761, University of Toronto, Department of Economics.
    55. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    56. Miguel Ángel Carpio & Lucero Gómez & Pablo Lavado, 2021. "Does social health insurance spillover to student performance? Evidence from an RDD in Peru," Working Papers 178, Peruvian Economic Association.
    57. Guy Tchuente & Johnson Kakeu & John Nana Francois, 2021. "The Forest Behind the Tree: Heterogeneity in How US Governor's Party Affects Black Workers," Papers 2110.00582, arXiv.org.
    58. Xiao Huang & Zhaoguo Zhan, 2020. "Local Composite Quantile Regression for Regression Discontinuity," Papers 2009.03716, arXiv.org, revised Oct 2021.
    59. Pugatch, Todd & Schroeder, Elizabeth, 2014. "Teacher Pay and Student Performance: Evidence from the Gambian Hardship Allowance," IZA Discussion Papers 8621, Institute of Labor Economics (IZA).
    60. Dandan Xu & Michael J. Daniels & Almut G. Winterstein, 2018. "A Bayesian nonparametric approach to causal inference on quantiles," Biometrics, The International Biometric Society, vol. 74(3), pages 986-996, September.
    61. Daniel Burkhard, 2015. "Consumption smoothing at retirement: average and quantile treatment effects in the regression discontinuity design," Diskussionsschriften dp1512, Universitaet Bern, Departement Volkswirtschaft.
    62. Caro, Juan Carlos, 2020. "Parental investments, socioemotional development and nutritional health in Chile," MPRA Paper 98867, University Library of Munich, Germany.
    63. Matti Sarvimäki & Kari Hämäläinen, 2016. "Integrating Immigrants: The Impact of Restructuring Active Labor Market Programs," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 479-508.
    64. Jing You & Miguel Niño‐Zarazúa, 2019. "The Intergenerational Impact of China's New Rural Pension Scheme," Population and Development Review, The Population Council, Inc., vol. 45(S1), pages 47-95, December.
    65. Caro, Juan Carlos, 2020. "Child development and obesity prevention: evidence from the Chilean School Meals Program," MPRA Paper 98865, University Library of Munich, Germany.
    66. Yu‐Chin Hsu & Shu Shen, 2021. "Testing monotonicity of conditional treatment effects under regression discontinuity designs," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(3), pages 346-366, April.

  12. Bargain, Olivier B. & Melly, Blaise, 2008. "Public Sector Pay Gap in France: New Evidence Using Panel Data," IZA Discussion Papers 3427, Institute of Labor Economics (IZA).

    Cited by:

    1. Antón, José-Ignacio & Muñoz de Bustillo, Rafael, 2013. "Public-private sector wage differentials in Spain. An updated picture in the midst of the Great Recession," MPRA Paper 48897, University Library of Munich, Germany.
    2. Aysit Tansel & Halil Ibrahim Keskin & Zeynel Abidin Ozdemir, 2018. "Public Versus Private Sector Wage Gap in Egypt: Evidence from Quantile Regression on Panel Data," Working Papers 1265, Economic Research Forum, revised 10 Dec 2018.
    3. Domenico Depalo & Raffaela Giordano & Evangelia Papapetrou, 2013. "Public-private wage differentials in euro area countries: evidence from quantile decomposition analysis," Temi di discussione (Economic working papers) 907, Bank of Italy, Economic Research and International Relations Area.
    4. Olivier Bargain & Prudence Kwenda, 2013. "The Informal Sector Wage Gap: New Evidence using Quantile Estimations on Panel Data," Working Papers halshs-00967324, HAL.
    5. Matt Dickson & Fabien Postel-Vinay & Hélène Turon, 2014. "The Lifetime Earnings Premium in the Public Sector: The View from Europe," Post-Print hal-03393007, HAL.
    6. Jørn Rattsø & Hildegunn E.Stokke, 2018. "Dynamic private-public wage gap: Return to experience, education level and cit effect," Working Paper Series 17518, Department of Economics, Norwegian University of Science and Technology.
    7. Clémence Berson, 2009. "Private vs. Public Sector: Discrimination against Second-Generation Immigrants in France," Documents de travail du Centre d'Economie de la Sorbonne 09059, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    8. Peter Siminski, 2013. "Are low-skill public sector workers really overpaid? A quasi-differenced panel data analysis," Applied Economics, Taylor & Francis Journals, vol. 45(14), pages 1915-1929, May.
    9. Terhi Maczulskij, 2012. "Employment sector and pay gaps: genetic and environmental influences," ERSA conference papers ersa12p755, European Regional Science Association.
    10. Callan, Tim & Nolan, Brian & Walsh, John R., 2010. "The Economic Crisis, Public Sector Pay, and the Income Distribution," Papers WP344, Economic and Social Research Institute (ESRI).
    11. Raul Ramos & Esteban Sanromá & Hipólito Simón, 2014. "Public-private sector wage differentials by type of contract: evidence from Spain," Working Papers XREAP2014-08, Xarxa de Referència en Economia Aplicada (XREAP), revised Oct 2014.
    12. Domenico Depalo & Raffaella Giordano, 2011. "The public-private pay gap: a robust quantile approach," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 70(1), pages 25-64, January.
    13. Clément Imbert, 2011. "Decomposing wage inequality: Public and private sectors in Vietnam 1993-2006," Working Papers halshs-00564653, HAL.
    14. Ekpeyong, Paul, 2023. "Gender pay gap and Employment choice in Nigeria," MPRA Paper 118315, University Library of Munich, Germany.
    15. Jelena Lausev, 2014. "WHAT HAS 20 YEARS OF PUBLIC–PRIVATE PAY GAP LITERATURE TOLD US? EASTERN EUROPEAN TRANSITIONING vs. DEVELOPED ECONOMIES," Journal of Economic Surveys, Wiley Blackwell, vol. 28(3), pages 516-550, July.
    16. Pérez, Javier J. & Giordano, Raffaela & Depalo, Domenico & Coutinho Pereira, Manuel & Eugène, Bruno & Papapetrou, Evangelia & Reiss, Lukas & Roter, Mojca, 2011. "The public sector pay gap in a selection of Euro area countries," Working Paper Series 1406, European Central Bank.
    17. Garcia Cruz, Gustavo Adolfo, 2014. "Labor Informality: Choice or Sign of Segmentation? A Quantile Regression Approach at the Regional Level for Colombia," MPRA Paper 55224, University Library of Munich, Germany.
    18. Delfgaauw, Josse & Dur, Robert, 2010. "Managerial talent, motivation, and self-selection into public management," Journal of Public Economics, Elsevier, vol. 94(9-10), pages 654-660, October.
    19. Hospido, Laura & Moral-Benito, Enrique, 2014. "The Public Sector Wage Premium in Spain: Evidence from Longitudinal Administrative Data," IZA Discussion Papers 8315, Institute of Labor Economics (IZA).
    20. Magali BEFFY & Thierry KAMIONKA, 2010. "Public-private Wage Gaps : Is Civil-servant Human Capital Sector-specific ?," Working Papers 2010-55, Center for Research in Economics and Statistics.
    21. Marko Vladisavljević, 2017. "The Public Sector Wage Premium And Fiscal Consolidation In Serbia," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 62(215), pages 111-134, October –.
    22. Lixin Cai & Amy Y.C. Liu, 2008. "Public-Private Wage Gap in Australia: Variation Along the Distribution," CEPR Discussion Papers 581, Centre for Economic Policy Research, Research School of Economics, Australian National University.
    23. Kadija Charni, 2016. "Is it Better to Work When We Are Older? An Empirical Comparison Between France and Great Britain," AMSE Working Papers 1640, Aix-Marseille School of Economics, France.
    24. Kosovka Ognjenović, 2011. "Wage Differences between the Private and the Public Sector in Serbia: Some Evidence from Survey Data," wiiw Balkan Observatory Working Papers 91, The Vienna Institute for International Economic Studies, wiiw.
    25. Yannick L’Horty & Dominique Meurs, 2016. "Introduction. Analyser les inégalités salariales entre les hommes et les femmes dans la fonction publique avec les données du Système d’information sur les agents des services publics," Économie et Statistique, Programme National Persée, vol. 488(1), pages 89-95.
    26. Jørn Rattsø & Hildegunn E.Stokke, 2018. "Identification of the private-public wage gap," Working Paper Series 17418, Department of Economics, Norwegian University of Science and Technology.
    27. Barigozzi, Francesca & Raggi, Davide, 2013. "The Lemons Problem in a Labor Market with Intrinsic Motivation," AICCON Working Papers 123-2013, Associazione Italiana per la Cultura della Cooperazione e del Non Profit.
    28. Chandan Kumar Mohanty & Smrutirekha Mohanty, 2019. "Public–Private Wage Gap in the Indian Mining and Quarrying Industry," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 13(2), pages 232-253, May.
    29. F. Barigozzi & N. Burani & D. Raggi, 2013. "The Lemons Problem in a Labor Market with Intrinsic Motivation. When Higher Salaries Pay Worse Workers," Working Papers wp883, Dipartimento Scienze Economiche, Universita' di Bologna.
    30. Taiwo Aderemi & Ibrahim Alley, 2019. "Gender pay gap in the workplace: the case of public and private sectors in Nigeria," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 21(2), pages 370-391, December.
    31. Alessia Matano & Paolo Naticchioni, 2009. "Wage distribution and the spatial sorting of workers and firms," Working Papers - Dipartimento di Economia 8-DEISFOL, Dipartimento di Economia, Sapienza University of Rome, revised 2009.
    32. Vladimir Gimpelson & Anna Lukiyanova & Anna Sharunina, 2015. "Estimating the Public-Private Wage Gap in Russia: What Does Quantile Regression Tell Us?," HSE Working papers WP BRP 104/EC/2015, National Research University Higher School of Economics.
    33. Carolina Castagnetti, 2015. "The Analysis of the Gender Wage Gap in the Italian Public Sector: a Quantile Approach for Panel Data," DEM Working Papers Series 109, University of Pavia, Department of Economics and Management.
    34. Maczulskij, Terhi, 2013. "Public–private sector wage differentials and the business cycle," Economic Systems, Elsevier, vol. 37(2), pages 284-301.
    35. Tansel, Aysit & Keskin, Halil Ibrahim & Ozdemir, Zeynel Abidin, 2020. "Public-private sector wage gap by gender in Egypt: Evidence from quantile regression on panel data, 1998–2018," World Development, Elsevier, vol. 135(C).
    36. Lixin Cai & Amy Y. C. Liu, 2011. "Public–Private Sector Wage Gap in Australia: Variation along the Distribution," British Journal of Industrial Relations, London School of Economics, vol. 49(2), pages 362-390, June.
    37. Jørn Rattsø & Hildegunn E Stokke, 2022. "Public sector wage compression and wage inequality: Gender and geographic heterogeneity," Working Paper Series 19522, Department of Economics, Norwegian University of Science and Technology.
    38. Raffaela Giordano & Manuel Coutinho Pereira & Domenico Depalo & Bruno Eugène & Evangelia Papapetrou & Javier J. Pérez & Lukas Reiss & Mojca Roter, 2014. "The Public Sector Pay Gap in a Selection of Euro Area Countries in the Pre-crisis Period," Hacienda Pública Española / Review of Public Economics, IEF, vol. 214(3), pages 11-34, September.
    39. Maria Manuel Campos, 2012. "Public-private wage gaps in the period prior to the adoption of the euro: an application based on longitudinal data," Working Papers w201201, Banco de Portugal, Economics and Research Department.
    40. Ahmed Nawaz Hakro & Yaseen Ghulam & Shabbar Jaffry & Vyoma Shah, 2021. "Employment Choices and Wage Differentials: Evidence on Labor Force Data Sets from Pakistan," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 64(1), pages 199-216, March.
    41. Louis Christofides & Maria Michael, 2013. "Exploring the public-private sector wage gap in European countries," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-53, December.
    42. Zhuravleva, T.L. (Журавлева, Т.), 2016. "Social Benefits, Job Security and Corruption: What 'Fine' State Employees [Социальные Льготы, Гарантии Занятости И Коррупция: Что «Штрафует» Бюджетников]," Working Papers 3051, Russian Presidential Academy of National Economy and Public Administration.

  13. Melly, Blaise & Puhani, Patrick A., 2008. "Privatization and Changes in the Wage Structure: Evidence from Firm Personnel Records," IZA Discussion Papers 3760, Institute of Labor Economics (IZA).

    Cited by:

    1. Clark, Andrew E. & Milcent, Carine, 2010. "Public Employment and Political Pressure: The Case of French Hospitals," IZA Discussion Papers 4994, Institute of Labor Economics (IZA).
    2. Yuval Mazar, 2018. "Differences in Skill Levels of Educated Workers Between the Public and private Sectors, the Return to Skills and the Connection between them: Evidence from the PIAAC Surveys," Bank of Israel Working Papers 2018.01, Bank of Israel.

  14. Frölich, Markus & Melly, Blaise, 2008. "Identification of Treatment Effects on the Treated with One-Sided Non-Compliance," IZA Discussion Papers 3671, Institute of Labor Economics (IZA).

    Cited by:

    1. Peter M. Steiner & Yongnam Kim & Courtney E. Hall & Dan Su, 2017. "Graphical Models for Quasi-experimental Designs," Sociological Methods & Research, , vol. 46(2), pages 155-188, March.
    2. 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.
    3. Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2016. "Program evaluation and causal inference with high-dimensional data," CeMMAP working papers 13/16, Institute for Fiscal Studies.
    4. Kaspar W thrich, 2014. "A Comparison of two Quantile Models with Endogeneity," Diskussionsschriften dp1408, Universitaet Bern, Departement Volkswirtschaft.
    5. Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2013. "Program evaluation with high-dimensional data," CeMMAP working papers 77/13, Institute for Fiscal Studies.
    6. Kazuhiko Shinoda & Takahiro Hoshino, 2022. "Orthogonal Series Estimation for the Ratio of Conditional Expectation Functions," Papers 2212.13145, arXiv.org.
    7. Boris Kaiser & Christian Schmid, 2016. "Does Physician Dispensing Increase Drug Expenditures? Empirical Evidence from Switzerland," Health Economics, John Wiley & Sons, Ltd., vol. 25(1), pages 71-90, January.
    8. Carbuccia, Laudine & Heim, Arthur & Barone, Carlo & Chevallier, Coralie, 2024. "Investigating how administrative burden and search costs affect social inequalities in early childcare access, a randomised controlled trial," OSF Preprints w2ey7, Center for Open Science.
    9. Deven E. Carlson & Felix Elwert & Nicholas Hillman & Alex Schmidt & Barbara L. Wolfe, 2019. "The Effects of Financial Aid Grant Offers on Postsecondary Educational Outcomes: New Experimental Evidence from the Fund for Wisconsin Scholars," NBER Working Papers 26419, National Bureau of Economic Research, Inc.
    10. Bin Tang & Te-Tien Ting & Chyi-In Wu & Yue Ma & Di Mo & Wei-Ting Hung & Scott Rozelle, 2020. "The Impact of Online Computer Assisted Learning at Home for Disadvantaged Children in Taiwan: Evidence from a Randomized Experiment," Sustainability, MDPI, vol. 12(23), pages 1-16, December.
    11. 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.
    12. Phillip Heiler, 2020. "Efficient Covariate Balancing for the Local Average Treatment Effect," Papers 2007.04346, arXiv.org.

  15. Lechner, Michael & Melly, Blaise, 2007. "Earnings Effects of Training Programs," CEPR Discussion Papers 6400, C.E.P.R. Discussion Papers.

    Cited by:

    1. Martin Huber & Giovanni Mellace, 2015. "Sharp Bounds on Causal Effects under Sample Selection," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(1), pages 129-151, February.
    2. Jun Nie, 2010. "Training or search? evidence and an equilibrium model," Research Working Paper RWP 10-03, Federal Reserve Bank of Kansas City.
    3. Martin Huber, 2014. "Treatment Evaluation in the Presence of Sample Selection," Econometric Reviews, Taylor & Francis Journals, vol. 33(8), pages 869-905, November.
    4. Gueorgui Kambourov & Iourii Manovskii & Miana Plesca, 2020. "Occupational mobility and the returns to training," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 53(1), pages 174-211, February.
    5. Núria Rodríguez‐Planas, 2010. "Channels through which Public Employment Services and Small Business Assistance Programmes Work," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(4), pages 458-485, August.
    6. Joanna Tyrowicz, 2009. "When Eastern Labour Markets Enter Western Europe CEECs. Labour Market Institutions upon Euro Zone Accession," Working Papers 2009-03, Faculty of Economic Sciences, University of Warsaw.
    7. Corinna Ghirelli & Enkelejda Havari & Giulia Santangelo & Marta Scettri, 2019. "Does on-the-job training help graduates find a job? Evidence from an Italian region," International Journal of Manpower, Emerald Group Publishing Limited, vol. 40(3), pages 500-524, February.
    8. Ulf Rinne & Marc Schneider & Arne Uhlendorff, 2011. "Do the skilled and prime-aged unemployed benefit more from training? Effect heterogeneity of public training programmes in Germany," Applied Economics, Taylor & Francis Journals, vol. 43(25), pages 3465-3494.
    9. Deidda, Manuela & Di Liberto, Adriana & Foddi, Marta & Sulis, Giovanni, 2015. "Employment Subsidies, Informal Economy and Women's Transition into Work in a Depressed Area: Evidence from a Matching Approach," IZA Discussion Papers 8886, Institute of Labor Economics (IZA).
    10. L. Bryan, Mark & L. Booth, Alison & Arulampalam, Wiji, 2004. "Are there asymmetries in the effects of training on the conditional male wage distribution," ISER Working Paper Series 2004-01, Institute for Social and Economic Research.
    11. Michael Lechner & Stephan Wiehler, 2013. "Does the Order and Timing of Active Labour Market Programmes Matter?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(2), pages 180-212, April.
    12. Martin Huber & Giovanni Mellace, 2010. "Sharp IV bounds on average treatment effects under endogeneity and noncompliance," University of St. Gallen Department of Economics working paper series 2010 2010-31, Department of Economics, University of St. Gallen.
    13. Lechner, Michael & Wiehler, Stephan, 2007. "Does the Order and Timing of Active Labor Market Programs Matter?," IZA Discussion Papers 3092, Institute of Labor Economics (IZA).
    14. Nuria Rodriguez-Planas† & Jacob Benus, 2007. "Evaluative Active Labor Market Programmes in Romania," Working Papers 2007-31, FEDEA.

  16. Markus Frölich & Blaise Melly, 2007. "Unconditional quantile treatment effects under endogeneity," CeMMAP working papers CWP32/07, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.

    Cited by:

    1. John Cullinan & Kevin Denny & Darragh Flannery, 2018. "A Distributional Analysis of Upper Secondary School Performance," Working Papers 201808, Geary Institute, University College Dublin.
    2. Khandker, Shahidur R. & Samad, Hussain A. & Ali, Rubaba & Barnes, Douglas F., 2012. "Who benefits most from rural electrification ? evidence in India," Policy Research Working Paper Series 6095, The World Bank.
    3. Yu-Chin Hsu & Ta-Cheng Huang & Haiqing Xu, 2018. "Testing for Unobserved Heterogeneous Treatment Effects with Observational Data," Papers 1803.07514, arXiv.org, revised Aug 2021.
    4. 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".
    5. 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.
    6. Wüthrich, Kaspar, 2019. "A closed-form estimator for quantile treatment effects with endogeneity," Journal of Econometrics, Elsevier, vol. 210(2), pages 219-235.
    7. Alex Coad & Julian Frankish & Paul Nightingale & Richard G. Roberts & David J. Storey, 2012. "Business Experience and Start-up Size: Buying More Lottery Tickets Next Time Around?," SPRU Working Paper Series 203, SPRU - Science Policy Research Unit, University of Sussex Business School.
    8. Winter, Joachim & Crossley, Thomas & de Bresser, Jochem & Delaney, Liam, 2014. "Can Survey Participation Alter Household Saving Behavior?," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100379, Verein für Socialpolitik / German Economic Association.
    9. 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.
    10. 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.
    11. 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).
    12. 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.
    13. Martin Huber, 2014. "Treatment Evaluation in the Presence of Sample Selection," Econometric Reviews, Taylor & Francis Journals, vol. 33(8), pages 869-905, November.
    14. Kaspar W thrich, 2014. "A Comparison of two Quantile Models with Endogeneity," Diskussionsschriften dp1408, Universitaet Bern, Departement Volkswirtschaft.
    15. Joeri Smits & Jeffrey S. Racine, 2013. "Testing Exclusion Restrictions in Nonseparable Triangular Models," Department of Economics Working Papers 2013-02, McMaster University.
    16. Crépon, Bruno & Premand, Patrick, 2019. "Direct and Indirect Effects of Subsidized Dual Apprenticeships," IZA Discussion Papers 12793, Institute of Labor Economics (IZA).
    17. Brantly Callaway & William J. Collins, 2017. "Unions, Workers, and Wages at the Peak of the American Labor Movement," NBER Working Papers 23516, National Bureau of Economic Research, Inc.
    18. 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.
    19. Santiago Pereda Fernández, 2019. "Identification and estimation of triangular models with a binary treatment," Temi di discussione (Economic working papers) 1210, Bank of Italy, Economic Research and International Relations Area.
    20. 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).
    21. 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.
    22. Yang, Tianyu & Zhang, Tianfang, 2024. "Social capital meets guanxi: Social networks and income inequality in China," China Economic Review, Elsevier, vol. 83(C).
    23. 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.
    24. Afrouz Azadikhah Jahromi & Brantly Callaway, 2022. "Heterogeneous Effects of Job Displacement on Earnings," Empirical Economics, Springer, vol. 62(1), pages 213-245, January.
    25. M. Fort, 2012. "Unconditional and Conditional Quantile Treatment Effect: Identification Strategies and Interpretations," Working Papers wp857, Dipartimento Scienze Economiche, Universita' di Bologna.
    26. Natalya Presman & Tanya Suhoy, 2024. "How have government housing programs affected developers' bids in Israel Land Authority land tenders?," Bank of Israel Working Papers 2024.08, Bank of Israel.
    27. Blaise Melly und Kaspar W thrich, 2016. "Local quantile treatment effects," Diskussionsschriften dp1605, Universitaet Bern, Departement Volkswirtschaft.
    28. 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.
    29. Bosio, Giulio, 2009. "Temporary employment and wage gap with permanent jobs: evidence from quantile regression," MPRA Paper 16055, University Library of Munich, Germany.
    30. 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.
    31. 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).
    32. Thanos Mergoupis & Robertas Zubrickas, 2024. "Work experience, information revelation, and study effort," Oxford Economic Papers, Oxford University Press, vol. 76(2), pages 495-513.
    33. 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.
    34. Julia Schmieder, 2020. "Fertility as a Driver of Maternal Employment," Discussion Papers of DIW Berlin 1882, DIW Berlin, German Institute for Economic Research.
    35. 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.
    36. 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.
    37. Angrist, Joshua & Lang, Daniel W. & Oreopoulos, Philip, 2007. "Incentives and Services for College Achievement: Evidence from a Randomized Trial," IZA Discussion Papers 3134, Institute of Labor Economics (IZA).
    38. Zhengyu Zhang & Zequn Jin & Lihua Lin, 2024. "Identification and inference of outcome conditioned partial effects of general interventions," Papers 2407.16950, arXiv.org.
    39. Su, Liangjun & Ura, Takuya & Zhang, Yichong, 2019. "Non-separable models with high-dimensional data," Journal of Econometrics, Elsevier, vol. 212(2), pages 646-677.
    40. 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.
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    44. 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.
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    73. 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.
    74. Martin Huber & Giovanni Mellace, 2015. "Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 398-411, May.
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    77. 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.
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    81. Damiani, Mirella & Pompei, Fabrizio & Ricci, Andrea, 2014. "Performance related pay, productivity and wages in Italy: a quantile regression approach," MPRA Paper 53341, University Library of Munich, Germany.
    82. Le-Yu Chen & Yu-Min Yen, 2021. "Estimations of the Local Conditional Tail Average Treatment Effect," Papers 2109.08793, arXiv.org, revised May 2024.
    83. Jung, Juan & Katz, Raúl, 2023. "Exploring the heterogeneous link between broadband investment and coverage expansion using Unconditional Quantile Regressions," 32nd European Regional ITS Conference, Madrid 2023: Realising the digital decade in the European Union – Easier said than done? 277982, International Telecommunications Society (ITS).
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    86. Martin Huber & Giovanni Mellace, 2010. "Sharp IV bounds on average treatment effects under endogeneity and noncompliance," University of St. Gallen Department of Economics working paper series 2010 2010-31, Department of Economics, University of St. Gallen.
    87. 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).
    88. 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.
    89. 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.
    90. 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.
    91. 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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    94. Taian Deng & Marrit van den Berg & Nico Heerink & Haoyang Cui & Fuli Tan & Shenggen Fan, 2023. "Can homestead gardens improve rural households' vegetable consumption? Evidence from three provinces in China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(S1), pages 1578-1594, December.
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    96. 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.
    97. 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.
    98. Zequn Jin & Lihua Lin & Zhengyu Zhang, 2022. "Identification and Auto-debiased Machine Learning for Outcome Conditioned Average Structural Derivatives," Papers 2211.07903, arXiv.org.
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Articles

  1. Victor Chernozhukov & Iván Fernández-Val & Blaise Melly, 2022. "Fast algorithms for the quantile regression process," Empirical Economics, Springer, vol. 62(1), pages 7-33, January.
    See citations under working paper version above.
  2. Victor Chernozhukov & Iván Fernández-Val & Blaise Melly & Kaspar Wüthrich, 2020. "Generic Inference on Quantile and Quantile Effect Functions for Discrete Outcomes," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 115(529), pages 123-137, January.
    See citations under working paper version above.
  3. Martin Huber & Blaise Melly, 2015. "A Test of the Conditional Independence Assumption in Sample Selection Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(7), pages 1144-1168, November.

    Cited by:

    1. Michela Bia & Martin Huber & Luk'av{s} Laff'ers, 2020. "Double machine learning for sample selection models," Papers 2012.00745, arXiv.org, revised Jul 2021.
    2. Matthias Westphal & Daniel A. Kamhöfer & Hendrik Schmitz, 2020. "Marginal College Wage Premiums under Selection into Employment," Working Papers CIE 133, Paderborn University, CIE Center for International Economics.
    3. Christl, Michael & Köppl-Turyna, Monika, 2017. "Gender wage gap and the role of skills: evidence from PIAAC dataset," Working Papers 05, Agenda Austria.
    4. Wang, Hongfei & Liu, Binghui & Feng, Long & Ma, Yanyuan, 2024. "Rank-based max-sum tests for mutual independence of high-dimensional random vectors," Journal of Econometrics, Elsevier, vol. 238(1).
    5. Manuel Arellano & Stéphane Bonhomme, 2017. "Quantile Selection Models With an Application to Understanding Changes in Wage Inequality," Econometrica, Econometric Society, vol. 85, pages 1-28, January.
    6. Ulf Nielsson & Herdis Steingrimsdottir, 2018. "The signalling value of education across genders," Empirical Economics, Springer, vol. 54(4), pages 1827-1854, June.
    7. 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.
    8. Koumenta, Maria & Pagliero, Mario & Rostam-Afschar, Davud, 2020. "Occupational licensing and the gender wage gap," Hohenheim Discussion Papers in Business, Economics and Social Sciences 13-2020, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    9. Akanksha Negi, 2020. "Doubly weighted M-estimation for nonrandom assignment and missing outcomes," Papers 2011.11485, arXiv.org.
    10. Bargain, Olivier B. & Etienne, Audrey & Melly, Blaise, 2018. "Public Sector Wage Gaps over the Long-Run: Evidence from Panel Administrative Data," IZA Discussion Papers 11924, Institute of Labor Economics (IZA).
    11. Bernd Fitzenberger & Jakob Lazzer, 2022. "Changing selection into full-time work and its effect on wage inequality in Germany," Empirical Economics, Springer, vol. 62(1), pages 247-277, January.
    12. Mikhail Zhelonkin & Marc G. Genton & Elvezio Ronchetti, 2016. "Robust inference in sample selection models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 78(4), pages 805-827, September.
    13. Valentina Corradi & Daniel Gutknecht, 2019. "Testing for Quantile Sample Selection," Papers 1907.07412, arXiv.org, revised Jan 2021.
    14. 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.
    15. Azam, Mehtabul & Prakash, Nishith, 2010. "A Distributional Analysis of the Public-Private Wage Differential in India," IZA Discussion Papers 5132, Institute of Labor Economics (IZA).
    16. Manuel Arellano & Stéphane Bonhomme, 2017. "Sample Selection in Quantile Regression: A Survey," Working Papers wp2017_1702, CEMFI.
    17. Jeremiah Richey & Nikolas Tromp, 2021. "The Black–White wage gap among young men in 1990 versus 2011: With sample selection adjustments," Bulletin of Economic Research, Wiley Blackwell, vol. 73(4), pages 780-805, October.
    18. Biewen, Martin & Fitzenberger, Bernd & Seckler, Matthias, 2020. "Counterfactual quantile decompositions with selection correction taking into account Huber/Melly (2015): An application to the German gender wage gap," Labour Economics, Elsevier, vol. 67(C).
    19. Jay Dev Dubey, 2021. "Measuring Income Elasticity of Healthcare-Seeking Behavior in India: A Conditional Quantile Regression Approach," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(4), pages 767-793, December.
    20. Elass, Kenza, 2024. "Male and female selection effects on gender wage gaps in three countries," Labour Economics, Elsevier, vol. 87(C).
    21. Bianchi, Pascal & Elgui, Kevin & Portier, François, 2023. "Conditional independence testing via weighted partial copulas," Journal of Multivariate Analysis, Elsevier, vol. 193(C).
    22. Hao, Shiming, 2021. "True structure change, spurious treatment effect? A novel approach to disentangle treatment effects from structure changes," MPRA Paper 108679, University Library of Munich, Germany.
    23. Ai, Chunrong & Sun, Li-Hsien & Zhang, Zheng & Zhu, Liping, 2024. "Testing unconditional and conditional independence via mutual information," Journal of Econometrics, Elsevier, vol. 240(2).
    24. Garbay, Sergio & Barrera, Raquel, 2021. "¿Mujeres en suelos pegajosos? Un análisis de la evolución de las distribuciones de ingresos laborales en Bolivia en el periodo 2011-2019," Revista Latinoamericana de Desarrollo Economico, Carrera de Economía de la Universidad Católica Boliviana (UCB) "San Pablo", issue 36, pages 123-168, Noviembre.
    25. Tromp, Nikolas, 2019. "The narrowing gender wage gap in South Korea," Journal of the Japanese and International Economies, Elsevier, vol. 53(C), pages 1-1.
    26. Tromp, Nikolas & Kwak, Juwon, 2022. "Graduating to a gender wage gap in South Korea," Journal of Asian Economics, Elsevier, vol. 78(C).
    27. Liu, Ruixuan & Yu, Zhengfei, 2022. "Sample selection models with monotone control functions," Journal of Econometrics, Elsevier, vol. 226(2), pages 321-342.

  4. 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.
    See citations under working paper version above.
  5. Blaise Melly & Patrick A. Puhani, 2013. "Do Public Ownership And Lack Of Competition Matter For Wages And Employment? Evidence From Personnel Records Of A Privatized Firm," Journal of the European Economic Association, European Economic Association, vol. 11(4), pages 918-944, August.

    Cited by:

    1. Antón, José-Ignacio & Muñoz de Bustillo, Rafael, 2013. "Public-private sector wage differentials in Spain. An updated picture in the midst of the Great Recession," MPRA Paper 48897, University Library of Munich, Germany.
    2. Andrew E. Clark & Carine Milcent, 2018. "Ownership and hospital behaviour: Employment and local unemployment," Post-Print halshs-01884165, HAL.
    3. Andrew E. Clark & Carine Milcent, 2015. "Hospital Employment and Local Unemployment: Evidence from French Health Reforms," PSE Working Papers halshs-01183454, HAL.
    4. Baird, Matthew & Daugherty, Lindsay & Kumar, Krishna B., 2019. "Improving Estimation of Labor Market Disequilibrium Using Shortage Indicators, with an Application to the Market for Anesthesiologists," IZA Discussion Papers 12129, Institute of Labor Economics (IZA).
    5. Matthew Baird & Lindsay Daugherty & Krishna Kumar, 2017. "Improving Estimation of Labor Market Disequilibrium through Inclusion of Shortage Indicators," CINCH Working Paper Series 1701, Universitaet Duisburg-Essen, Competent in Competition and Health.
    6. Danula K. Gamage & Georgios Kavetsos & Sushanta Mallick & Almudena Sevilla, 2024. "Pay transparency intervention and the gender pay gap: Evidence from research‐intensive universities in the UK," British Journal of Industrial Relations, London School of Economics, vol. 62(2), pages 293-318, June.
    7. Gabriele Cardullo, 2017. "The Welfare and Employment Effects of Centralized Public Sector Wage Bargaining," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 19(2), pages 490-510, April.
    8. Matthew D. Baird & Lindsay Daugherty & Krishna B. Kumar, 2017. "Improving Estimation of Labor Market Disequilibrium Through Inclusion of Shortage Indicators," Working Papers WR-1175, RAND Corporation.

  6. Victor Chernozhukov & Iván Fernández‐Val & Blaise Melly, 2013. "Inference on Counterfactual Distributions," Econometrica, Econometric Society, vol. 81(6), pages 2205-2268, November.
    See citations under working paper version above.
  7. Markus Frölich & Blaise Melly, 2013. "Unconditional Quantile Treatment Effects Under Endogeneity," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 346-357, July.
    See citations under working paper version above.
  8. 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.
    See citations under working paper version above.
  9. Markus Frolich & Blaise Melly, 2010. "Estimation of quantile treatment effects with Stata," Stata Journal, StataCorp LP, vol. 10(3), pages 423-457, September.

    Cited by:

    1. David M. Kaplan, 2023. "Smoothed instrumental variables quantile regression," Papers 2310.09013, arXiv.org.
    2. Green, David A. & Riddell, W. Craig, 2012. "Ageing and Literacy Skills: Evidence from Canada, Norway and the United States," CLSSRN working papers clsrn_admin-2012-16, Vancouver School of Economics, revised 27 Apr 2012.
    3. Alex Coad & Julian Frankish & Paul Nightingale & Richard G. Roberts & David J. Storey, 2012. "Business Experience and Start-up Size: Buying More Lottery Tickets Next Time Around?," SPRU Working Paper Series 203, SPRU - Science Policy Research Unit, University of Sussex Business School.
    4. Winter, Joachim & Crossley, Thomas & de Bresser, Jochem & Delaney, Liam, 2014. "Can Survey Participation Alter Household Saving Behavior?," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100379, Verein für Socialpolitik / German Economic Association.
    5. Ihle, Dorothee, 2017. "Quantile treatment effects of Riester participation on wealth," CAWM Discussion Papers 96, University of Münster, Münster Center for Economic Policy (MEP).
    6. Rui Evangelista & João Andrade E Silva & Esmeralda A. Ramalho, 2021. "How heterogeneous is the impact of energy efficiency on dwelling prices? Evidence from the application of the unconditional quantile hedonic model to the Portuguese residential market," Working Papers REM 2021/0186, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    7. Dambala Gelo & Steven F. Koch & Edwin Muchapondwah, 2013. "Do the Poor Benefit from Devolution Policies? Evidences from Quantile Treatment Effect Evaluation of Joint Forest Management," Working Papers 201388, University of Pretoria, Department of Economics.
    8. George Adu & Franklin Amuakwa-Mensah & George Marbuah & Justice Tei Mensah, 2016. "Effect of gold mining on income distribution in Ghana," Working Papers 2016.23, FAERE - French Association of Environmental and Resource Economists.
    9. Leonardo Bonilla Mejía, 2011. "Doble jornada escolar y calidad de la educación en Colombia," Documentos de Trabajo Sobre Economía Regional y Urbana 8352, Banco de la República, Economía Regional.
    10. Asim, Minahil, 2020. "Average vs. distributional effects: Evidence from an experiment in Rwanda," International Journal of Educational Development, Elsevier, vol. 79(C).
    11. Swaibu, Mbowa & Tonny, Odokonyero & Ezra, Munyambonera, 2014. "The potential of coffee to uplift people out of poverty in Northern Uganda," Research Reports 206171, Economic Policy Research Centre (EPRC).
    12. Caselli, Francesca & Wingender, Philippe, 2021. "Heterogeneous effects of fiscal rules: The Maastricht fiscal criterion and the counterfactual distribution of government deficits✰," European Economic Review, Elsevier, vol. 136(C).
    13. Sandra Kendo & Josephine Tchakounte, 2022. "Impact of asset size on performance and outreach using panel quantile regression with non-additive fixed effects," Empirical Economics, Springer, vol. 62(1), pages 65-92, January.
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    3. Sarah Brown & Gurleen Popli & Alessandro Sasso, 2022. "Decomposing the gender reservation wage gap in Italy: A regional perspective," Journal of Regional Science, Wiley Blackwell, vol. 62(2), pages 499-540, March.
    4. SELEZNEVA Ekaterina & VAN KERM Philippe, 2013. "Inequality-adjusted gender wage differentials in Germany," LISER Working Paper Series 2013-18, Luxembourg Institute of Socio-Economic Research (LISER).
    5. Dustmann, Christian & Fitzenberger, Bernd & Zimmermann, Markus, 2018. "Housing expenditures and income inequality," ZEW Discussion Papers 18-048, ZEW - Leibniz Centre for European Economic Research.
    6. David Madden, 2014. "Bridging the Gaps: Inequalities in Childrens' Educational Outcomes in Ireland," Working Papers 201420, School of Economics, University College Dublin.
    7. Tamar Khitarishvili, 2018. "Gender Pay Gaps in the Former Soviet Union: A Review of the Evidence," Economics Working Paper Archive wp_899, Levy Economics Institute.
    8. 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.
    9. Nathalie Magne, 2017. "Wage inequality in workers’ cooperatives and conventional firms," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 14(2), pages 303-329, December.
    10. Minford, Patrick & Wang, Yi & Zhou, Peng, 2017. "Resolving the Public Sector Wage Premium Puzzle by Indirect Inference," Cardiff Economics Working Papers E2017/13, Cardiff University, Cardiff Business School, Economics Section.
    11. Azam, Mehtabul, 2009. "Changes in Wage Structure in Urban India 1983-2004: A Quantile Regression Decomposition," IZA Discussion Papers 3963, Institute of Labor Economics (IZA).
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    20. Fays, Valentine & Mahy, Benoît & Rycx, François, 2021. "Wage Differences According to Workers' Origin: The Role of Working More Upstream in GVCs," GLO Discussion Paper Series 918, Global Labor Organization (GLO).
    21. Domenico Depalo & Raffaela Giordano & Evangelia Papapetrou, 2013. "Public-private wage differentials in euro area countries: evidence from quantile decomposition analysis," Temi di discussione (Economic working papers) 907, Bank of Italy, Economic Research and International Relations Area.
    22. Ekaterina Selezneva & Philippe Van Kerm, 2016. "A distribution-sensitive examination of the gender wage gap in Germany," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 14(1), pages 21-40, March.
    23. Paolo Naticchioni & Andrea Ricci & Emiliano Rustichelli, 2007. "Wage Structure, Inequality And Skill-Biased Change: Is Italy An Outlier?," Quaderni del Dipartimento di Economia, Finanza e Statistica 38/2007, Università di Perugia, Dipartimento Economia.
    24. Shiba Shankar Pattayat & Jajati Keshari Parida & Kirtti Ranjan Paltasingh, 2023. "Gender Wage Gap among Rural Non-farm Sector Employees in India: Evidence from Nationally Representative Survey," Review of Development and Change, , vol. 28(1), pages 22-44, June.
    25. Atencio,Andrea & Posadas,Josefina, 2015. "Gender gap in pay in the Russian Federation : twenty years later, still a concern," Policy Research Working Paper Series 7407, The World Bank.
    26. Gail Pacheco & Chao Li & Bill Cochrane, 2017. "Empirical evidence of the gender pay gap in NZ," Working Papers 2017-05, Auckland University of Technology, Department of Economics.
    27. Huong Thi Trinh & Michel Simioni & Christine Thomas-Agnan, 2018. "Decomposition of changes in the consumption of macronutrients in Vietnam between 2004 and 2014," Post-Print hal-02621238, HAL.
    28. Christofides, Louis N. & Polycarpou, Alexandros & Vrachimis, Konstantinos, 2013. "Gender wage gaps, ‘sticky floors’ and ‘glass ceilings’ in Europe," Labour Economics, Elsevier, vol. 21(C), pages 86-102.
    29. José-Ignacio Antón & Rafael Muñoz de Bustillo & Miguel Carrera, 2009. "Immigration And Discrimination In A Former Emigrant Country: The Case Of Spain," Working Papers 2009.2, International Network for Economic Research - INFER.
    30. Christoph Rothe, 2012. "Partial Distributional Policy Effects," Econometrica, Econometric Society, vol. 80(5), pages 2269-2301, September.
    31. Arceo-Gómez, Eva O. & Campos-Vázquez, Raymundo M., 2014. "Evolución de la brecha salarial de género en México," El Trimestre Económico, Fondo de Cultura Económica, vol. 0(323), pages .619-653, julio-sep.
    32. Charlotte Kräft, 2022. "Equal pay behind the “Glass Door”? The gender gap in upper management in a male‐dominated industry," Gender, Work and Organization, Wiley Blackwell, vol. 29(6), pages 1910-1926, November.
    33. I-Cheng Yeh & Che-hui Lien, 2017. "Growth and value hybrid valuation model based on mean reversion," Applied Economics, Taylor & Francis Journals, vol. 49(50), pages 5092-5116, October.
    34. Nicola Gagliardi & Benoît Mahy & François Rycx, 2018. "Upstreamness, social upgrading and gender: Equal benefits for all?," Working Paper Research 359, National Bank of Belgium.
    35. Alejo, Javier & Gabrielli, Florencia & Sosa Escudero, Walter, 2011. "The distributive effects of education: an unconditional quantile regression approach," MPRA Paper 42933, University Library of Munich, Germany, revised 2012.
    36. Jones, A. & Lomas, J. & Rice, N., 2014. "Going Beyond the Mean in Healthcare Cost Regressions: a Comparison of Methods for Estimating the Full Conditional Distribution," Health, Econometrics and Data Group (HEDG) Working Papers 14/26, HEDG, c/o Department of Economics, University of York.
    37. Maria Aurora Murcho Galego & João Manuel Rodrigues Pereira, 2011. "Inter-Regional Wage Differentials in Portugal: An Analysis Across the Wage Distribution," CEFAGE-UE Working Papers 2011_25, University of Evora, CEFAGE-UE (Portugal).
    38. Thanh Bui & Katsushi S. Imai, 2017. "Determinants of Rural-urban Inequality in Vietnam: Detailed Decomposition Analyses Based on Unconditional Quantile Regressions," Discussion Paper Series DP2017-01, Research Institute for Economics & Business Administration, Kobe University, revised Aug 2018.
    39. Inés P. Murillo & Hipólito Simón, 2014. "La Gran Recesión y el diferencial salarial por género en España," Hacienda Pública Española / Review of Public Economics, IEF, vol. 208(1), pages 39-76, March.
    40. 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.
    41. Vannutelli, Silvia & Scicchitano, Sergio & Biagetti, Marco, 2021. "Routine biased technological change and wage inequality: do workers' perceptions matter?," GLO Discussion Paper Series 763, Global Labor Organization (GLO).
    42. Satinder Singh & Jajati K. Parida, 2022. "Employment and Earning Differentials Among Vocationally Trained Youth: Evidence from field studies in Punjab and Haryana in India," Millennial Asia, , vol. 13(1), pages 142-172, April.
    43. Masedi Motswapong, 2020. "Male-Female Wage Differentials in Botswana," Working Papers 76, Botswana Institute for Development Policy Analysis.
    44. 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.
    45. Rebekka Christopoulou & Theodora Kosma, 2009. "Skills and Wage Inequality in Greece: Evidence from Matched Employer-Employee Data, 1995-2002," GreeSE – Hellenic Observatory Papers on Greece and Southeast Europe 26, Hellenic Observatory, LSE.
    46. Liviu Voinea, 2011. "A Contribution to the Public-Private Wage Inequality Debate: The Iconic Case of Romania," wiiw Balkan Observatory Working Papers 93, The Vienna Institute for International Economic Studies, wiiw.
    47. VAN KERM Philippe, 2009. "Generalized measures of wage differentials," IRISS Working Paper Series 2009-08, IRISS at CEPS/INSTEAD.
    48. Sloczynski, Tymon, 2018. "Average Gaps and Oaxaca's Blinder Decompositions: A Cautionary Tale about Regression Estimates of Racial Differences in Labor Market Outcomes," IZA Discussion Papers 12041, Institute of Labor Economics (IZA).
    49. Galvis-Aponte, Luis Armando, 2011. "Diferenciales salariales por género y región en Colombia : una aproximación con regresión por cuantiles," Chapters, in: Bonilla-Mejía, Leonardo (ed.), Dimensión regional de las desigualdades en Colombia, chapter 6, pages 209-252, Banco de la Republica de Colombia.
    50. Kaya Ezgi, 2021. "Gender wage gap across the distribution: What is the role of within- and between-firm effects?," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 12(1), pages 1-49, January.
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