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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. Olivier Bargain & Audrey Etienne & Blaise Melly, 2021. "Informal pay gaps in good and bad times: Evidence from Russia," Post-Print hal-03683390, HAL.

    Cited by:

    1. Musayir, Arlan & Arabsheibani, Reza, 2025. "Motherhood and Informality: Empirical Evidence from Russia," IZA Discussion Papers 17916, IZA Network @ LISER.
    2. Malkova, Alina & Peter, Klara, 2025. "The journey to formality: How credit market access shapes informal workers' choices," Journal of Comparative Economics, Elsevier, vol. 53(3), pages 683-703.

  2. 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).

  3. 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. Lee, Sokbae & Liao, Yuan & Seo, Myung Hwan & Shin, Youngki, 2025. "Fast inference for quantile regression with tens of millions of observations," Journal of Econometrics, Elsevier, vol. 249(PA).
    2. 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 quantile regressions]," MPRA Paper 111022, University Library of Munich, Germany.
    3. Tang, Caihong & Long, Yunfei & Tang, Yu & Mao, Yunyi, 2025. "Impact of economic growth and agricultural expansion on forest cover in ASEAN: New evidence for forest transition theory," Forest Policy and Economics, Elsevier, vol. 178(C).
    4. 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).
    5. Santiago Pereda-Fern'andez, 2024. "Fast Algorithms for Quantile Regression with Selection," Papers 2402.16693, arXiv.org.
    6. EunYi Chung & Mauricio Olivares, 2025. "Quantile‐Based Test for Heterogeneous Treatment Effects," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 40(1), pages 3-17, January.
    7. Ana María Iregui-Bohórquez & María Teresa Ramírez-Giraldo & Ligia Alba Melo-Becerra & Jorge Leonardo Rodríguez-Arenas, 2025. "De la cobertura al desempeño: Explorando las brechas de género en el sistema educativo colombiano," Borradores de Economia 1301, Banco de la Republica de Colombia.
    8. Ignacio Garr'on & C. Vladimir Rodr'iguez-Caballero & Esther Ruiz, 2024. "International vulnerability of inflation," Papers 2410.20628, arXiv.org, revised Oct 2024.
    9. 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.
    10. Rukundo, Emmanuel Nshakira & Schroeder, Sarah & Hisarciklilar, Mehtap & McKay, Andrew D., 2024. "Health insurance premium changes and labor supply: Evidence from a low-income country," Ruhr Economic Papers 1103, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    11. Gloria González‐Rivera & C. Vladimir Rodríguez‐Caballero & Esther Ruiz, 2024. "Expecting the unexpected: Stressed scenarios for economic growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(5), pages 926-942, August.
    12. Fernando Rios-Avila & Gustavo Canavire-Bacarreza & Flavia Sacco-Capurro, 2024. "Recovering income distribution in the presence of interval-censored data," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 22(4), pages 1039-1060, December.
    13. 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.
    14. Qiang Chen & Zhijie Xiao, 2025. "Spread Regression, Skewness Regression, and Kurtosis Regression With an Application to the US Wage Structure," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 40(3), pages 325-340, April.

  4. 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, IZA Network @ LISER.

    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. 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.
    3. Jose Garcia-Louzao & Karolina Jonuškaitė, 2025. "The public-private sector wage gap in Lithuania: evidence from social security data," Baltic Journal of Economics, Baltic International Centre for Economic Policy Studies, vol. 25(1), pages 72-87.
    4. 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).
    5. 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.
    6. Liang, Qingquan & Zeng, Weihong & Yi, Lan, 2025. "Examining the wage gap between public and non-public sector in China: Insights from a robust quantile selection model," China Economic Review, Elsevier, vol. 92(C).
    7. 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.
    8. Martina Pons & Blaise Melly, 2022. "Stata commands to estimate quantile regression with panel and grouped data," Swiss Stata Conference 2022 05, Stata Users Group.
    9. 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).
    10. Gindling, T.H. & Hasnain, Zahid & Newhouse, David & Shi, Rong, 2020. "Are public sector workers in developing countries overpaid? Evidence from a new global dataset," World Development, Elsevier, vol. 126(C).
    11. 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.

  5. 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. Botha, Ferdi & de New, John P. & de New, Sonja C. & Ribar, David C. & Salamanca, Nicolás, 2020. "COVID-19 labour market shocks and their inequality implications for financial wellbeing," GLO Discussion Paper Series 661, Global Labor Organization (GLO).
    2. Chernozhukov, Victor & Fernández-Val, Iván & Weidner, Martin, 2024. "Network and panel quantile effects via distribution regression," Journal of Econometrics, Elsevier, vol. 240(2).
    3. 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 CWP48/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    4. Victor Chernozhukov & Kaspar Wuthrich & Yinchu Zhu, 2019. "Distributional conformal prediction," Papers 1909.07889, arXiv.org, revised Aug 2021.
    5. 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.
    6. Chen, Songnian & Liu, Nianqing & Zhang, Hanghui, 2025. "Distribution regression with censored selection," Journal of Econometrics, Elsevier, vol. 251(C).
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Tomu Hirata & Undral Byambadalai & Tatsushi Oka & Shota Yasui & Shingo Uto, 2025. "Efficient and Scalable Estimation of Distributional Treatment Effects with Multi-Task Neural Networks," Papers 2507.07738, arXiv.org.
    12. Valentina Corradi & Daniel Gutknecht, 2019. "Testing for Quantile Sample Selection," Papers 1907.07412, arXiv.org, revised Jan 2021.
    13. 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.
    14. 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, revised Jan 2025.

  6. 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.

  7. 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.

  8. 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. Olivier Bargain & Prudence Kwenda, 2014. "The Informal Sector Wage Gap: New Evidence Using Quantile Estimations on Panel Data," Post-Print hal-01474417, HAL.
    2. 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).
    3. Louis N. Christofides & Alexandros Polycarpou & Konstantinos Vrachimis, 2013. "Gender Wage Gaps, 'Sticky Floors' and 'Glass Ceilings' in Europe," Working Papers 1301, University of Guelph, Department of Economics and Finance.
    4. 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.
    5. 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.
    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. 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.
    8. 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, IZA Network @ LISER.
    9. 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.
    10. Huber, Martin & Mellace, Giovanni, 2011. "Sharp bounds on causal effects under sample selection," Economics Working Paper Series 1134, University of St. Gallen, School of Economics and Political Science.
    11. 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.
    12. 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.
    13. 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).
    14. 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.
    15. Philippe Van Kerm, 2013. "Generalized measures of wage differentials," Empirical Economics, Springer, vol. 45(1), pages 465-482, August.

  9. 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. Possebom, Vitor, 2018. "Sharp bounds on the MTE with sample selection," MPRA Paper 89785, University Library of Munich, Germany.
    3. 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.
    4. Schuenemann, Benjamin & Lechner, Michael & Wunsch, Conny, 2011. "Do Long-term Unemployed Workers Benefit from Targeted Wage Subsidies," Economics Working Paper Series 1126, University of St. Gallen, School of Economics and Political Science.
    5. Vitor Possebom, 2019. "Sharp Bounds for the Marginal Treatment Effect with Sample Selection," Papers 1904.08522, arXiv.org.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Bia, Michela & Flores-Lagunes, Alfonso & Mercatanti, Andrea, 2018. "Evaluation of Language Training Programs in Luxembourg using Principal Stratification," GLO Discussion Paper Series 289, Global Labor Organization (GLO).
    11. Blanco, German & Flores, Carlos A. & Flores-Lagunes, Alfonso, 2011. "Bounds on Average and Quantile Treatment Effects of Job Corps Training on Wages," IZA Discussion Papers 6065, IZA Network @ LISER.

  10. Frölich, Markus & Melly, Blaise, 2010. "Quantile Treatment Effects in the Regression Discontinuity Design: Process Results and Gini Coefficient," IZA Discussion Papers 4993, IZA Network @ LISER.

    Cited by:

    1. 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.
    2. 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.
    3. 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).
    4. 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 –.
    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.

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

    Cited by:

    1. 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.
    2. 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 Verteilung des geschlechtsspezifischen Lohnunterschiede," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 46(1), pages 19-34, March.
    3. Marilena Furno, 2020. "Returns to Education and Gender Wage Gap Across Quantiles in Italy," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 12(2), pages 145-169, June.
    4. Romuald Meango & Esther Mirjam Girsberger, 2023. "Just Ask Them Twice: Choice Probabilities and Identification of Ex ante returns and Willingness-To-Pay," Papers 2303.03009, arXiv.org, revised May 2025.
    5. Victor Chernozhukov & Ivan Fernandez-Val & Blaise Melly, 2009. "Inference on Counterfactual Distributions," Papers 0904.0951, arXiv.org, revised Sep 2013.
    6. 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.
    7. 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).
    8. Orlando Sotomayor, 2019. "Growth with reduction in poverty and inequality: did Brazil show the way?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(4), pages 521-541, December.
    9. 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.
    10. Mustafizur Rahman & Md. Al-Hasan, 2021. "Explaining Pro-Women Gender Wage Gap in Bangladesh," CPD Report 19, Centre for Policy Dialogue (CPD).
    11. Kobus, Martyna & Kapera, Marek & Maasoumi, Esfandiar, 2024. "Gap in many dimensions: Application to gender," Labour Economics, Elsevier, vol. 89(C).
    12. Botha, Ferdi & de New, John P. & de New, Sonja C. & Ribar, David C. & Salamanca, Nicolás, 2020. "COVID-19 labour market shocks and their inequality implications for financial wellbeing," GLO Discussion Paper Series 661, Global Labor Organization (GLO).
    13. Arip Muttaqien & Denisa Sologon & Cathal O'Donoghue, 2018. "Earnings polarization, ethnicity, and regional perspective in Indonesia," WIDER Working Paper Series wp-2018-106, World Institute for Development Economic Research (UNU-WIDER).
    14. Lee, Sokbae & Liao, Yuan & Seo, Myung Hwan & Shin, Youngki, 2025. "Fast inference for quantile regression with tens of millions of observations," Journal of Econometrics, Elsevier, vol. 249(PA).
    15. 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.
    16. Rui Dang, 2015. "Explaining the Body Mass Index Gaps between Turkish Immigrants and Germans in West Germany 2002-2012: A Decomposition Analysis of Socio-economic Causes," CESifo Working Paper Series 5529, CESifo.
    17. 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.
    18. 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).
    19. 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.
    20. Ilias Georgakopoulos, 2019. "Income and Wealth Inequality in Malta," International Journal of Social Science Studies, Redfame publishing, vol. 7(5), pages 58-71, September.
    21. Chernozhukov, Victor & Fernández-Val, Iván & Weidner, Martin, 2024. "Network and panel quantile effects via distribution regression," Journal of Econometrics, Elsevier, vol. 240(2).
    22. 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.
    23. Wüthrich, Kaspar, 2019. "A closed-form estimator for quantile treatment effects with endogeneity," Journal of Econometrics, Elsevier, vol. 210(2), pages 219-235.
    24. 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.
    25. Giang Nguyen, 2020. "Changes in the distribution of household consumption in Southeast Asia," Economic Change and Restructuring, Springer, vol. 53(1), pages 39-60, February.
    26. Strittmatter, Anthony & Wunsch, Conny, 2021. "The Gender Pay Gap Revisited with Big Data: Do Methodological Choices Matter?," IZA Discussion Papers 14128, IZA Network @ LISER.
    27. 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.
    28. Romuald Foueka, 2020. "Analyse du différentiel de performances scolaires dans les pays PASEC sur la base de la régression quantile contrefactuelle," African Development Review, African Development Bank, vol. 32(4), pages 605-618, December.
    29. 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.
    30. 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.
    31. Dossche, Maarten & Kolndrekaj, Aleksandra & Propst, Maximilian & Ramos Perez, Javier & Slacalek, Jiri & Vegh, Marton, 2024. "Immigration and the distribution of income, consumption and wealth in the euro area: Implications for economic policies," Journal of Policy Modeling, Elsevier, vol. 46(5), pages 867-886.
    32. 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.
    33. 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.
    34. Huber, Martin, 2014. "Causal pitfalls in the decomposition of wage gaps," Economics Working Paper Series 1405, University of St. Gallen, School of Economics and Political Science.
    35. 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.
    36. Chavleishvili, Sulkhan & Moench, Emanuel, 2025. "Natural disasters as macroeconomic tail risks," Journal of Econometrics, Elsevier, vol. 247(C).
    37. Victor Chernozhukov & Kaspar Wuthrich & Yinchu Zhu, 2019. "Distributional conformal prediction," Papers 1909.07889, arXiv.org, revised Aug 2021.
    38. Semenova, Vira, 2025. "Generalized Lee bounds," Journal of Econometrics, Elsevier, vol. 251(C).
    39. Christian Manuel Posso Su�rez, 2008. "Desigualdad salarial en Colombia 1984-2005: cambios en la composici�n del mercado laboral y retornos a la educaci�n post-secundaria," Borradores de Economia 5003, Banco de la Republica.
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    Cited by:

    1. Wüthrich, Kaspar, 2020. "A Comparison of Two Quantile Models With Endogeneity," University of California at San Diego, Economics Working Paper Series qt0q43931f, Department of Economics, UC San Diego.
    2. 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.
    3. 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.
    4. Xu, Ke-Li, 2017. "Regression discontinuity with categorical outcomes," Journal of Econometrics, Elsevier, vol. 201(1), pages 1-18.
    5. Wüthrich, Kaspar, 2019. "A closed-form estimator for quantile treatment effects with endogeneity," Journal of Econometrics, Elsevier, vol. 210(2), pages 219-235.
    6. 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.
    7. 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 St George's, University of London.
    8. 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.
    9. Deng, Taotao & Hu, Yukun & Ma, Mulan, 2019. "Regional policy and tourism: A quasi-natural experiment," Annals of Tourism Research, Elsevier, vol. 74(C), pages 1-16.
    10. Choi, Jin-young & Lee, Myoung-jae, 2018. "Relaxing conditions for local average treatment effect in fuzzy regression discontinuity," Economics Letters, Elsevier, vol. 173(C), pages 47-50.
    11. Salima BOUAYAD AGHA & Nadine TURPIN & Lionel VEDRINE, 2013. "Au-Delà De La Moyenne : Les Effets Par Quantile De La Politique De Cohésion De L’Union Européenne," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 38, pages 27-48.
    12. Leopoldo Fergusson & Arturo Harker & Carlos Molina & Juan Camilo Yamín, 2023. "Birds of a Feather Collude Together: Subnational Alignment and Corruption," Documentos CEDE 20732, Universidad de los Andes, Facultad de Economía, CEDE.
    13. Lee Myoung-Jae, 2017. "Regression Discontinuity with Errors in the Running Variable: Effect on Truthful Margin," Journal of Econometric Methods, De Gruyter, vol. 6(1), pages 1-8, January.
    14. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    15. Bernal Lobato, N., 2014. "Essays in applied microeconomics," Other publications TiSEM 9b638b3d-2f83-452a-b2c8-c, Tilburg University, School of Economics and Management.
    16. Markus Frölich & Martin Huber, 2014. "Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables," CeMMAP working papers CWP31/14, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    17. Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifie & Yuanyuan Wan, 2018. "Testing Identifying Assumptions In Fuzzy Regression Discontinuity Designs," Working Papers tecipa-623, University of Toronto, Department of Economics.
    18. 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).
    19. Jin-young Choi & Myoung-jae Lee, 2017. "Regression discontinuity: review with extensions," Statistical Papers, Springer, vol. 58(4), pages 1217-1246, December.
    20. David Wuepper & Robert Finger, 2023. "Regression discontinuity designs in agricultural and environmental economics," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(1), pages 1-28.
    21. 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.
    22. Hsu, Yu-Chin & Shen, Shu, 2019. "Testing treatment effect heterogeneity in regression discontinuity designs," Journal of Econometrics, Elsevier, vol. 208(2), pages 468-486.
    23. 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.
    24. Imbens, Guido W. & Kalyanaraman, Karthik, 2009. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," IZA Discussion Papers 3995, IZA Network @ LISER.
    25. 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).
    26. Steven F. Koch & Jeffrey S. Racine, 2016. "Healthcare facility choice and user fee abolition: regression discontinuity in a multinomial choice setting," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 179(4), pages 927-950, October.
    27. Bertanha, Marinho, 2020. "Regression discontinuity design with many thresholds," Journal of Econometrics, Elsevier, vol. 218(1), pages 216-241.
    28. Yingying Dong, 2012. "Regression Discontinuity Applications with Rounding Errors in the Running Variable," Working Papers 111206, University of California-Irvine, Department of Economics.
    29. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    30. Blaise Melly und Kaspar W thrich, 2016. "Local quantile treatment effects," Diskussionsschriften dp1605, Universitaet Bern, Departement Volkswirtschaft.
    31. 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.
    32. Koichiro Ito, 2015. "Asymmetric Incentives in Subsidies: Evidence from a Large-Scale Electricity Rebate Program," American Economic Journal: Economic Policy, American Economic Association, vol. 7(3), pages 209-237, August.
    33. Hiroaki Kaido & Kaspar Wüthrich, 2021. "Decentralization estimators for instrumental variable quantile regression models," Quantitative Economics, Econometric Society, vol. 12(2), pages 443-475, May.
    34. 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.
    35. Clarke, Damian & Llorca-Jaña, Manuel & Pailañir, Daniel, 2021. "The Use of Quantile Methods in Economic History," IZA Discussion Papers 14659, IZA Network @ LISER.
    36. Wu, Jia & Wei, Xiangdong & Zhang, Hongliang & Zhou, Xiang, 2019. "Elite schools, magnet classes, and academic performances: Regression-discontinuity evidence from China," China Economic Review, Elsevier, vol. 55(C), pages 143-167.
    37. François Gerard & Miikka Rokkanen & Christoph Rothe, 2020. "Bounds on treatment effects in regression discontinuity designs with a manipulated running variable," Quantitative Economics, Econometric Society, vol. 11(3), pages 839-870, July.
    38. Xiao Huang & Zhaoguo Zhan, 2020. "Local Composite Quantile Regression for Regression Discontinuity," Papers 2009.03716, arXiv.org, revised Oct 2021.
    39. Xavier D’Haultfoeuille & Pauline Givord, 2014. "La régression quantile en pratique," Économie et Statistique, Programme National Persée, vol. 471(1), pages 85-111.
    40. Pugatch, Todd & Schroeder, Elizabeth, 2014. "Teacher Pay and Student Performance: Evidence from the Gambian Hardship Allowance," IZA Discussion Papers 8621, IZA Network @ LISER.
    41. Chiang, Harold D. & Hsu, Yu-Chin & Sasaki, Yuya, 2019. "Robust uniform inference for quantile treatment effects in regression discontinuity designs," Journal of Econometrics, Elsevier, vol. 211(2), pages 589-618.
    42. 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.
    43. Ivan A. Canay & Vishal Kamat, 2015. "Approximate permutation tests and induced order statistics in the regression discontinuity design," CeMMAP working papers 27/15, Institute for Fiscal Studies.
    44. Matti Sarvimäki & Hanna Pesola, 2022. "Intergenerational Spillovers of Integration Policies: Evidence from Finland’s Integration Plans," RFBerlin Discussion Paper Series 2212, ROCKWOOL Foundation Berlin (RFBerlin).
    45. 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.
    46. Bernal, Gloria L. & Penney, Jeffrey, 2019. "Scholarships and student effort: Evidence from Colombia’s Ser Pilo Paga program," Economics of Education Review, Elsevier, vol. 72(C), pages 121-130.
    47. Daniel Burkhard, 2015. "Consumption smoothing at retirement: average and quantile treatment effects in the regression discontinuity design," Diskussionsschriften dp1512, Universitaet Bern, Departement Volkswirtschaft.
    48. Caro, Juan Carlos, 2020. "Parental investments, socioemotional development and nutritional health in Chile," MPRA Paper 98867, University Library of Munich, Germany.
    49. 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.
    50. Li, Yanan & Sunder, Naveen, 2024. "Distributional effects of education on mental health," Labour Economics, Elsevier, vol. 88(C).
    51. Xu, Ke-Li, 2020. "Inference of local regression in the presence of nuisance parameters," Journal of Econometrics, Elsevier, vol. 218(2), pages 532-560.
    52. 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.
    53. 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.
    54. Angrist, Joshua & Rokkanen, Miikka, 2013. "Wanna Get Away? RD Identification Away from the Cutoff," IZA Discussion Papers 7429, IZA Network @ LISER.
    55. Pierre Mouganie, 2020. "Conscription and the Returns to Education: Evidence from a Regression Discontinuity," Scandinavian Journal of Economics, Wiley Blackwell, vol. 122(3), pages 1112-1139, July.
    56. Hsu, Yu-Chin & Shiu, Ji-Liang & Wan, Yuanyuan, 2024. "Testing identification conditions of LATE in fuzzy regression discontinuity designs," Journal of Econometrics, Elsevier, vol. 241(1).
    57. Fe, Eduardo, 2012. "Efficient estimation in regression discontinuity designs via asymmetric kernels," MPRA Paper 38164, University Library of Munich, Germany.
    58. 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.
    59. 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.
    60. Caro, Juan Carlos, 2020. "Child development and obesity prevention: evidence from the Chilean School Meals Program," MPRA Paper 98865, University Library of Munich, Germany.
    61. 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).
    62. Pesola, Hanna Onerva & Sarvimäki, Matti, 2022. "Intergenerational Spillovers of Integration Policies: Evidence from Finland's Integration Plans," IZA Discussion Papers 15310, IZA Network @ LISER.
    63. 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.
    64. Chiang, Harold D. & Sasaki, Yuya, 2019. "Causal inference by quantile regression kink designs," Journal of Econometrics, Elsevier, vol. 210(2), pages 405-433.
    65. 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.

  13. Bargain, Olivier B. & Melly, Blaise, 2008. "Public Sector Pay Gap in France: New Evidence Using Panel Data," IZA Discussion Papers 3427, IZA Network @ LISER.

    Cited by:

    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Delfgaauw, Josse & Dur, Robert, 2010. "Managerial Talent, Motivation, and Self-Selection into Public Management," IZA Discussion Papers 4766, IZA Network @ LISER.
    12. Kadija Charni, 2016. "Is it Better to Work When We Are Older? An Empirical Comparison Between France and Great Britain," Working Papers halshs-01393268, HAL.
    13. 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.
    14. 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.
    15. Rattsø, Jørn & Stokke, Hildegunn E., 2019. "Identification of the private-public wage gap," Labour Economics, Elsevier, vol. 59(C), pages 153-163.
    16. Ramos, Raul & Sanromá, Esteban & Simón, Hipólito, 2014. "Public-Private Sector Wage Differentials by Type of Contract: Evidence from Spain," IZA Discussion Papers 8158, IZA Network @ LISER.
    17. Riddhi Kalsi, 2025. "Evaluating the Public Pay Gap: A Comparison of Public and Private Sector Wages in France," Papers 2510.16626, arXiv.org.
    18. 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.
    19. Maczulskij, Terhi, 2013. "Public–private sector wage differentials and the business cycle," Economic Systems, Elsevier, vol. 37(2), pages 284-301.
    20. Clément Imbert, 2011. "Decomposing wage inequality: Public and private sectors in Vietnam 1993-2006," Working Papers halshs-00564653, HAL.
    21. 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).
    22. 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.
    23. Ekpeyong, Paul, 2023. "Gender pay gap and Employment choice in Nigeria," MPRA Paper 118315, University Library of Munich, Germany.
    24. 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.
    25. 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.
    26. Oscar Valencia & Alfredo Villca & Carolina Ulloa-Suárez & Gustavo Sánchez, 2025. "Bridging the Wage Gap: The Fiscal and Economic Gains of Reducing Government Employment Inefficiencies," Working Papers of BETA 2025-49, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    27. 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.
    28. Bargain, Olivier B. & Magejo, Prudence, 2009. "The Informal Sector Wage Gap: New Evidence Using Quantile Estimations on Panel Data," IZA Discussion Papers 4286, IZA Network @ LISER.
    29. 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.
    30. 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.
    31. Hospido, Laura & Moral-Benito, Enrique, 2014. "The Public Sector Wage Premium in Spain: Evidence from Longitudinal Administrative Data," IZA Discussion Papers 8315, IZA Network @ LISER.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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 –.
    37. 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.
    38. Callan, Tim & Nolan, Brian & Walsh, John R., 2010. "The Economic Crisis, Public Sector Pay, and the Income Distribution," IZA Discussion Papers 4948, IZA Network @ LISER.
    39. Domenico Depalo & Raffaela Giordano, 2011. "The public-private pay gap: a robust quantile approach," Temi di discussione (Economic working papers) 824, Bank of Italy, Economic Research and International Relations Area.
    40. 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.
    41. 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.
    42. Maczulskij, Terhi, 2013. "Employment sector and pay gaps: Genetic and environmental influences," Labour Economics, Elsevier, vol. 23(C), pages 89-96.
    43. Francesca Barigozzi & Davide Raggi, 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.
    44. 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.

  14. Melly, Blaise & Puhani, Patrick A., 2008. "Privatization and Changes in the Wage Structure: Evidence from Firm Personnel Records," IZA Discussion Papers 3760, IZA Network @ LISER.

    Cited by:

    1. 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.
    2. Clark, Andrew E. & Milcent, Carine, 2010. "Public Employment and Political Pressure: The Case of French Hospitals," IZA Discussion Papers 4994, IZA Network @ LISER.

  15. Frölich, Markus & Melly, Blaise, 2008. "Identification of Treatment Effects on the Treated with One-Sided Non-Compliance," IZA Discussion Papers 3671, IZA Network @ LISER.

    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. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Kaspar W thrich, 2014. "A Comparison of two Quantile Models with Endogeneity," Diskussionsschriften dp1408, Universitaet Bern, Departement Volkswirtschaft.
    8. 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.
    9. Kazuhiko Shinoda & Takahiro Hoshino, 2022. "Orthogonal Series Estimation for the Ratio of Conditional Expectation Functions," Papers 2212.13145, arXiv.org.
    10. Byeong Yeob Choi, 2024. "Instrumental variable estimation of weighted local average treatment effects," Statistical Papers, Springer, vol. 65(2), pages 737-770, April.
    11. Phillip Heiler, 2020. "Efficient Covariate Balancing for the Local Average Treatment Effect," Papers 2007.04346, arXiv.org.
    12. Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2015. "Program evaluation with high-dimensional data," CeMMAP working papers 55/15, Institute for Fiscal Studies.
    13. 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.

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

    Cited by:

    1. Wiji Arulampalam & Alison Booth & Mark Bryan, 2010. "Are there asymmetries in the effects of training on the conditional male wage distribution?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(1), pages 251-272, January.
    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. Lechner, Michael & Wiehler, Stephan, 2007. "Does the Order and Timing of Active Labour Market Programmes Matter?," CEPR Discussion Papers 6521, C.E.P.R. Discussion Papers.
    6. 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.
    7. Huber, Martin & Mellace, Giovanni, 2011. "Sharp bounds on causal effects under sample selection," Economics Working Paper Series 1134, University of St. Gallen, School of Economics and Political Science.
    8. Manuela Deidda & Adriana Di Liberto & Marta Foddi & Giovanni Sulis, 2015. "Employment subsidies, informal economy and women’s transition into work in a depressed area: evidence from a matching approach," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-25, December.
    9. Rinne, Ulf & Schneider, Marc & Uhlendorff, Arne, 2007. "Too Bad to Benefit? Effect Heterogeneity of Public Training Programs," IZA Discussion Papers 3240, IZA Network @ LISER.
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    Cited by:

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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. 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.

    Cited by:

    1. Fan, Ye & Lin, Nan, 2025. "Sequential quantile regression for stream data by least squares," Journal of Econometrics, Elsevier, vol. 249(PA).

  3. Bargain, Olivier & Etienne, Audrey & Melly, Blaise, 2021. "Informal pay gaps in good and bad times: Evidence from Russia," Journal of Comparative Economics, Elsevier, vol. 49(3), pages 693-714.
    See citations under working paper version above.
  4. 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.
  5. 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. Christl, Michael & Köppl-Turyna, Monika, 2017. "Gender wage gap and the role of skills: evidence from PIAAC dataset," GLO Discussion Paper Series 63, Global Labor Organization (GLO).
    2. 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.
    3. Manuel Arellano & Stéphane Bonhomme, 2017. "Sample Selection in Quantile Regression: A Survey," Working Papers wp2017_1702, CEMFI.
    4. Maria Koumenta & Mario Pagliero & Davud Rostam-Afschar, 2020. "Occupational Licensing and the Gender Wage Gap," Working Papers 563, ECINEQ, Society for the Study of Economic Inequality.
    5. Powell, David & Goldman, Dana, 2021. "Disentangling moral hazard and adverse selection in private health insurance," Journal of Econometrics, Elsevier, vol. 222(1), pages 141-160.
    6. 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).
    7. 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.
    8. 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).
    9. 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.
    10. Elass, Kenza, 2024. "Male and female selection effects on gender wage gaps in three countries," Labour Economics, Elsevier, vol. 87(C).
    11. Liang, Qingquan & Zeng, Weihong & Yi, Lan, 2025. "Examining the wage gap between public and non-public sector in China: Insights from a robust quantile selection model," China Economic Review, Elsevier, vol. 92(C).
    12. Ulf Nielsson & Herdis Steingrimsdottir, 2018. "The signalling value of education across genders," Empirical Economics, Springer, vol. 54(4), pages 1827-1854, June.
    13. 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.
    14. Bianchi, Pascal & Elgui, Kevin & Portier, François, 2023. "Conditional independence testing via weighted partial copulas," Journal of Multivariate Analysis, Elsevier, vol. 193(C).
    15. Akanksha Negi, 2020. "Doubly weighted M-estimation for nonrandom assignment and missing outcomes," Papers 2011.11485, arXiv.org.
    16. Manuel Arellano & Stéphane Bonhomme, 2016. "Quantile Selection Models with an Application to Understanding Changes in Wage Inequality," Working Papers wp2016_1610, CEMFI.
    17. Yong Bao & Gucheng Li & Xiaotian Liu, 2024. "A Spatial Sample Selection Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(4), pages 928-950, August.
    18. Mehtabul Azam & Nishith Prakash, 2015. "A Distributional Analysis of Public–Private Wage Differential in India," LABOUR, CEIS, vol. 29(4), pages 394-414, December.
    19. 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.
    20. 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, IZA Network @ LISER.
    21. 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.
    22. 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).
    23. Sergio Garbay & Raquel Barrera, 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), issue 36, pages 123-168.
    24. 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.
    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. Valentina Corradi & Daniel Gutknecht, 2019. "Testing for Quantile Sample Selection," Papers 1907.07412, arXiv.org, revised Jan 2021.
    28. Westphal, Matthias & Kamhöfer, Daniel A. & Schmitz, Hendrik, 2020. "Marginal college wage premiums under selection into employment," Ruhr Economic Papers 855, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    29. Liu, Ruixuan & Yu, Zhengfei, 2022. "Sample selection models with monotone control functions," Journal of Econometrics, Elsevier, vol. 226(2), pages 321-342.

  6. 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.
  7. 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," Working Papers halshs-01183454, HAL.
    4. 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.
    5. 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, IZA Network @ LISER.
    6. 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.
    7. 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.
    8. Cardullo, Gabriele, 2015. "The Welfare and Employment Effects of Centralized Public Sector Wage Bargaining," MPRA Paper 66879, University Library of Munich, Germany.

  8. 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.
  9. 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.
  10. 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.
  11. Markus Frolich & Blaise Melly, 2010. "Estimation of quantile treatment effects with Stata," Stata Journal, StataCorp LLC, vol. 10(3), pages 423-457, September.

    Cited by:

    1. Marilena Furno, 2020. "Returns to Education and Gender Wage Gap Across Quantiles in Italy," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 12(2), pages 145-169, June.
    2. Mustafizur Rahman & Md. Al-Hasan, 2018. "Returns to Schooling in Bangladesh Revisited: An Instrumental Variable Quantile Regression Approach," Bangladesh Development Studies, Bangladesh Institute of Development Studies (BIDS), vol. 41(02), pages 27-42.
    3. David M. Kaplan, 2023. "Smoothed instrumental variables quantile regression," Papers 2310.09013, arXiv.org.
    4. Reichert, Arndt & Tauchmann, Harald, 2011. "The Causal Impact of Fear of Unemployment on Psychological Health," Ruhr Economic Papers 266, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    5. Ozkan Eren & Serkan Ozbeklik, 2014. "Who Benefits From Job Corps? A Distributional Analysis Of An Active Labor Market Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(4), pages 586-611, June.
    6. 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.
    7. 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.
    8. Alacevich, Caterina & Bonev, Petyo & Söderberg, Magnus, 2021. "Pro-environmental interventions and behavioral spillovers: Evidence from organic waste sorting in Sweden," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    9. Ihle, Dorothee, 2017. "Quantile treatment effects of Riester participation on wealth," CAWM Discussion Papers 96, University of Münster, Münster Center for Economic Policy (MEP).
    10. 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.
    11. Messinis, George, 2013. "Returns to education and urban-migrant wage differentials in China: IV quantile treatment effects," China Economic Review, Elsevier, vol. 26(C), pages 39-55.
    12. Okumu, Boscow & Muchapondwa, Edwin, 2020. "Welfare and forest cover impacts of incentive based conservation: Evidence from Kenyan community forest associations," World Development, Elsevier, vol. 129(C).
    13. Caterina Santi & Pietro Santoleri, 2016. "Exploring the link between Innovation and Growth in Chilean firms," LEM Papers Series 2016/09, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    14. 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.
    15. 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.
    16. 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.
    17. Depenbusch, Lutz & Schreinemachers, Pepijn & Roothaert, Ralph & Namazzi, Sylvia & Onyango, Charles & Bongole, Sophia & Mutebi, James, 2021. "Impact of home garden interventions in East Africa: Results of three randomized controlled trials," Food Policy, Elsevier, vol. 104(C).
    18. 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.
    19. Arun Advani & Tymon Sloczynski, 2013. "Mostly harmless simulations? On the internal validity of empirical Monte Carlo studies," CeMMAP working papers CWP64/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    20. Asim, Minahil, 2020. "Average vs. distributional effects: Evidence from an experiment in Rwanda," International Journal of Educational Development, Elsevier, vol. 79(C).
    21. 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).
    22. 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).
    23. Ana Carolina Pereira Zoghbi & Paula Louzano, 2014. "Avaliando O Impacto Do Caderno De Apoioe Aprendizagem Na Rede De Ensino Municipal De São Paulo: Efeitos Médiose Heterogêneos," Anais do XL Encontro Nacional de Economia [Proceedings of the 40th Brazilian Economics Meeting] 222, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    24. Damiani, Mirella & Pompei, Fabrizio & Ricci, Andrea, 2018. "The role of employee incentive pay in the competitiveness of family and non-family firms," MPRA Paper 91303, University Library of Munich, Germany.
    25. Ndlovu, Godfrey & Toerien, Francois, 2020. "The distributional impact of access to finance on poverty: evidence from selected countries in Sub-Saharan Africa," Research in International Business and Finance, Elsevier, vol. 52(C).
    26. 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.
    27. 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.
    28. Simone Balestra & Uschi Backes-Gellner, 2014. "Heterogeneous effects of pupil-to-teacher ratio policies - A look at class size reduction and teacher aide," Economics of Education Working Paper Series 0102, University of Zurich, Department of Business Administration (IBW), revised Apr 2017.
    29. Magbondé, Kadoukpè Gildas & Reilly, Barry & Kauma, Bridget, 2024. "The distributional effects of rural electrification on household welfare: Evidence from Senegal," Utilities Policy, Elsevier, vol. 91(C).
    30. Bola Amoke Awotide & Adebayo Ogunniyi & Kehinde Oluseyi Olagunju & Lateef Olalekan Bello & Amadou Youssouf Coulibaly & Alexander Nimo Wiredu & Bourémo Kone & Aly Ahamadou & Victor Manyong & Tahirou Ab, 2022. "Evaluating the Heterogeneous Impacts of Adoption of Climate-Smart Agricultural Technologies on Rural Households’ Welfare in Mali," Agriculture, MDPI, vol. 12(11), pages 1-16, November.
    31. Marilena Furno & Francesco Caracciolo, 2025. "Propensity Score in the Tails and Returns to Education in Italy," Economies, MDPI, vol. 13(2), pages 1-28, February.
    32. M. Fort, 2012. "Unconditional and Conditional Quantile Treatment Effect: Identification Strategies and Interpretations," Working Papers wp857, Dipartimento Scienze Economiche, Universita' di Bologna.
    33. Blaise Melly und Kaspar W thrich, 2016. "Local quantile treatment effects," Diskussionsschriften dp1605, Universitaet Bern, Departement Volkswirtschaft.
    34. Marilena Furno & Francesco Caracciolo, 2020. "Multi-valued Double Robust quantile treatment effect," Empirical Economics, Springer, vol. 58(5), pages 2545-2571, May.
    35. Bosio, Giulio, 2009. "Temporary employment and wage gap with permanent jobs: evidence from quantile regression," MPRA Paper 16055, University Library of Munich, Germany.
    36. Xie, Ruizhi & Awokuse, Titus O., 2013. "The Role of Health Status on Income in China," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 151137, Agricultural and Applied Economics Association.
    37. Francesca Caselli & Mr. Philippe Wingender, 2018. "Bunching at 3 Percent: The Maastricht Fiscal Criterion and Government Deficits," IMF Working Papers 2018/182, International Monetary Fund.
    38. Joo, Hyunjeong & Mishra, Ashok, 2016. "Impact of Off-Farm Labor Supply and Government Subsidy on Korean Farmland Value," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235748, Agricultural and Applied Economics Association.
    39. 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.
    40. Timothy R Wojan & Bonnie Nichols, 2018. "Design, innovation, and rural creative places: Are the arts the cherry on top, or the secret sauce?," PLOS ONE, Public Library of Science, vol. 13(2), pages 1-23, February.
    41. 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).
    42. Thanos Mergoupis & Robertas Zubrickas, 2024. "Work experience, information revelation, and study effort," Oxford Economic Papers, Oxford University Press, vol. 76(2), pages 495-513.
    43. Clarke, Damian & Llorca-Jaña, Manuel & Pailañir, Daniel, 2021. "The Use of Quantile Methods in Economic History," IZA Discussion Papers 14659, IZA Network @ LISER.
    44. Aleksandra Parteka & Sabina Szymczak & Joanna Wolszczak-Derlacz, 2017. "Gender Wage Gap Convergence and Skills Heterogeneity in Poland (2005–2014) – Quantile Regression Analysis Based on Microdata from EU SILC," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 47, pages 129-142.
    45. Backes, Ben & Cowan, James, 2019. "Is the pen mightier than the keyboard? The effect of online testing on measured student achievement," Economics of Education Review, Elsevier, vol. 68(C), pages 89-103.
    46. Donna Feir & Kelly Foley & Maggie E. C. Jones, 2021. "The Distributional Impacts of Active Labor Market Programs for Indigenous Populations," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 216-220, May.
    47. 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.
    48. Vincenzo Atella & Joanna Kopinska, 2011. "Body weight of Italians: the weight of Education," CEIS Research Paper 189, Tor Vergata University, CEIS, revised 23 Mar 2011.
    49. Lars Kunze & Nicolai Suppa, 2020. "Who Is Bowling Alone? Quantile Treatment Effects of Unemployment on Social Participation," SOEPpapers on Multidisciplinary Panel Data Research 1077, DIW Berlin, The German Socio-Economic Panel (SOEP).
    50. Gindling, T. H. & Mossaad, Nadwa & Newhouse, David, 2016. "Earnings Premiums and Penalties for Self-Employment and Informal Employees around the World," IZA Discussion Papers 9723, IZA Network @ LISER.
    51. Gazali Issahaku & Awudu Abdulai, 2020. "Can Farm Households Improve Food and Nutrition Security through Adoption of Climate‐smart Practices? Empirical Evidence from Northern Ghana," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(3), pages 559-579, September.
    52. 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.
    53. Sonja C. Kassenboehmer & Sonja G. Schatz, 2014. "Re-employment Expectations and the Eye of Providence," Melbourne Institute Working Paper Series wp2014n11, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    54. Cobb-Clark, Deborah A. & Kassenboehmer, Sonja C. & Sinning, Mathias G., 2016. "Locus of control and savings," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 113-130.
    55. Bonner, Suzanne & Sarkar, Dipanwita, 2018. "The quality-quantity trade-off among Australian children," Economic Modelling, Elsevier, vol. 70(C), pages 383-389.
    56. Chris M. Herbst & Erdal Tekin, 2009. "Child Care Subsidies and Childhood Obesity," NBER Working Papers 15007, National Bureau of Economic Research, Inc.
    57. Kausik Chaudhuri & S. N Rajesh Raj & Subash Sasidharan, 2018. "Broadband Adoption and Firm Performance: Evidence from Informal Sector Firms in India," Working Papers id:12744, eSocialSciences.
    58. Suzuki, Aya & Vu, Hoang Nam & Sonobe, Tetsushi, 2014. "Willingness to pay for managerial training: A case from the knitwear industry in Northern Vietnam," Journal of Comparative Economics, Elsevier, vol. 42(3), pages 693-707.
    59. Michael J. Peel, 2014. "Addressing unobserved endogeneity bias in accounting studies: control and sensitivity methods by variable type," Accounting and Business Research, Taylor & Francis Journals, vol. 44(5), pages 545-571, October.
    60. Vincenzo Atella & Joanna Kopinska, 2014. "Body Weight, Eating Patterns, and Physical Activity: The Role of Education," Demography, Springer;Population Association of America (PAA), vol. 51(4), pages 1225-1249, August.
    61. Amr Hosny & Magda Kandil & Hamid Mohtadi, 2013. "The Egyptian Economy Post-Revolution: Sectoral Diagnosis of Potential Strengths and Binding Constraints," Working Papers 767, Economic Research Forum, revised Sep 2013.
    62. Jonathan Fisher & Joseph Marchand, 2014. "Does the retirement consumption puzzle differ across the distribution?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(2), pages 279-296, June.
    63. Lecoutere, E., 2018. "Making spouses cooperate in rural Ugandan households Experimental evidence of distributional treatment effects," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277160, International Association of Agricultural Economists.
    64. Bauer, Thomas K. & Grave, Barbara S., 2011. "Performance-related Funding of Universities: Does More Competition Lead to Grade Inflation?," IZA Discussion Papers 6073, IZA Network @ LISER.
    65. Cawley, John & Meyerhoefer, Chad, 2012. "The medical care costs of obesity: An instrumental variables approach," Journal of Health Economics, Elsevier, vol. 31(1), pages 219-230.
    66. Dorothee Ihle, 2017. "Quantile Treatment Effects of Riester Participation on Wealth," SOEPpapers on Multidisciplinary Panel Data Research 954, DIW Berlin, The German Socio-Economic Panel (SOEP).
    67. C. Rashaad Shabab, 2021. "Local droughts and income risk among Thai households," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2084-2112, November.
    68. L.A. Serkov & M.B. Petrov & K.B. Kozhov, 2021. "Modeling the Interaction of the Regions of Russia and the Republic of Belarus in the Sphere of the Processing Industry," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 20(2), pages 217-240.
    69. 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.
    70. Binzel, Christine & Assaad, Ragui, 2011. "Egyptian Men Working Abroad: Labor Supply Responses by the Women Left Behind," IZA Discussion Papers 5589, IZA Network @ LISER.
    71. Bengi YANIK-İLHAN & Ayşe Aylin BAYAR & Nebile KORUCU-GÜMÜŞOĞLU, 2019. "How Do Informal Social Networks Impact on Labor Earnings in Turkey?," Sosyoekonomi Journal, Sosyoekonomi Society, issue 27(41).
    72. Laetitia Duval & François-Charles Wolff, 2013. "The consumption-enhancing effect of remittances: Evidence from Kosovo," wiiw Balkan Observatory Working Papers 107, The Vienna Institute for International Economic Studies, wiiw.
    73. 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.
    74. Andrea Salvatori, 2015. "The Effects of the EU Equal-Treatment Directive for Fixed-Term Workers: Evidence From the UK," British Journal of Industrial Relations, London School of Economics, vol. 53(2), pages 278-307, June.
    75. Cid, Alejandro & Ferrés, Daniel, 2010. "The coexistence of Degree-Premium and High-Dropout Rates in the Uruguayan Secondary Education: an Incentives Problem," MPRA Paper 39912, University Library of Munich, Germany.
    76. Coad, Alexander & Bauer, Péter & Domnick, Clemens & Harasztosie, Péter & Pál, Rozália & Teruel, Mercedes, 2023. "Which European firms were hardest hit by COVID-19?," EIB Working Papers 2023/05, European Investment Bank (EIB).
    77. Javier García-Estévez & Néstor Duch-Brown, 2012. "Student graduation: to what extent does university expenditure matter?," Working Papers 2012/4, Institut d'Economia de Barcelona (IEB).
    78. David M. Kaplan, 2020. "sivqr: Smoothed IV quantile regression," Working Papers 2009, Department of Economics, University of Missouri.
    79. Schiele, Valentin & Schmitz, Hendrik, 2016. "Quantile treatment effects of job loss on health," Journal of Health Economics, Elsevier, vol. 49(C), pages 59-69.
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    81. Ainembabazi, John Herbert & Abdoulaye, Tahirou & Feleke, Shiferaw & Alene, Arega & Dontsop-Nguezet, Paul M. & Ndayisaba, Pierre Celestin & Hicintuka, Cyrille & Mapatano, Sylvain & Manyong, Victor, 2018. "Who benefits from which agricultural research-for-development technologies? Evidence from farm household poverty analysis in Central Africa," World Development, Elsevier, vol. 108(C), pages 28-46.
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    Cited by:

    1. Carsten Hundertmark, 2013. "Ökonometrische Verfahren zur Messung von Segregation: eine theoretische und empirische Studie," SOEPpapers on Multidisciplinary Panel Data Research 559, DIW Berlin, The German Socio-Economic Panel (SOEP).
    2. Gerry Boyle & Rory McElligott & Jim O'Leary, 2004. "Public-Private Wage Differentials in Ireland, 1994-2001," Economics Department Working Paper Series n1421004, Department of Economics, National University of Ireland - Maynooth.
    3. Kamil DYBCZAK & Kamil GALUSCAK, 2013. "Changes in the Czech Wage Structure: Does Immigration Matter?," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 63(2), pages 108-128, May.
    4. 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.
    5. Manabu Nose, 2015. "Estimation of Drivers of Public Education Expenditure: Baumol’s Effect Revisited," IMF Working Papers 2015/178, International Monetary Fund.
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Software components

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