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Bootstrapping Quantile Regression Estimators

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Cited by:

  1. Chernozhukov, Victor & Fernández-Val, Iván & Kowalski, Amanda E., 2015. "Quantile regression with censoring and endogeneity," Journal of Econometrics, Elsevier, vol. 186(1), pages 201-221.
  2. Joel L. Horowitz, 1998. "Bootstrap Methods for Median Regression Models," Econometrica, Econometric Society, vol. 66(6), pages 1327-1352, November.
  3. Elke Lüdemann & Ralf Wilke & Xuan Zhang, 2006. "Censored quantile regressions and the length of unemployment periods in West Germany," Empirical Economics, Springer, vol. 31(4), pages 1003-1024, November.
  4. Xu, Yan & Wang, Xinyu & Liu, Hening, 2021. "Quantile-based GARCH-MIDAS: Estimating value-at-risk using mixed-frequency information," Finance Research Letters, Elsevier, vol. 43(C).
  5. Roger Koenker, 2000. "Inference on the Quantile Regression Process," Econometric Society World Congress 2000 Contributed Papers 0886, Econometric Society.
  6. Uwe Hassler & Paulo M.M. Rodrigues & Antonio Rubia, 2016. "Quantile Regression for Long Memory Testing: A Case of Realized Volatility," Journal of Financial Econometrics, Oxford University Press, vol. 14(4), pages 693-724.
  7. Chernozhukov, Victor & Fernández-Val, Iván & Hoderlein, Stefan & Holzmann, Hajo & Newey, Whitney, 2015. "Nonparametric identification in panels using quantiles," Journal of Econometrics, Elsevier, vol. 188(2), pages 378-392.
  8. Fernández-Val, Ivan & van Vuuren, Aico & Vella, Francis, 2024. "Nonseparable sample selection models with censored selection rules," Journal of Econometrics, Elsevier, vol. 240(2).
  9. repec:dau:papers:123456789/4462 is not listed on IDEAS
  10. Victor Chernozhukov & Iván Fernández‐Val & Blaise Melly, 2013. "Inference on Counterfactual Distributions," Econometrica, Econometric Society, vol. 81(6), pages 2205-2268, November.
  11. Chen, Shu-Ling, 2011. "Modeling Temperature Dynamics for Aquaculture Index Insurance In Taiwan: A Nonlinear Quantile Approach," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 104229, Agricultural and Applied Economics Association.
  12. Zhang, Zhinan & Xu, Xiangyun, 2023. "Sustainable financial risk, resources abundance and technological innovation: Evidence from resources abundance economies," Resources Policy, Elsevier, vol. 83(C).
  13. Angel, Tobias & Berthe, Alexandre & Costantini, Valeria & D’Angeli, Mariagrazia, 2024. "How the nature of inequality reduction matters for CO2 emissions," FEEM Working Papers 343512, Fondazione Eni Enrico Mattei (FEEM).
  14. Marco Angrisani & Antonio Guarino & Philippe Jehiel & Toru Kitagawa, 2021. "Information Redundancy Neglect versus Overconfidence: A Social Learning Experiment," American Economic Journal: Microeconomics, American Economic Association, vol. 13(3), pages 163-197, August.
  15. Jelena Laušev, 2012. "Public Sector Pay Gap In Serbia During Large-Scale Privatisation,By Educational Qualification," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 57(192), pages 7-24, January –.
  16. Xu, Xiaofang & Yu, Wanqing & Zhao, Xingju & Xu, Wei, 2023. "Reassessing the linkage between natural resources and economic growth in China: Delving into the impacts of national resource taxes, renewable energy, financial advancements, and provincial fiscal exp," Resources Policy, Elsevier, vol. 86(PA).
  17. Komunjer, Ivana, 2005. "Quasi-maximum likelihood estimation for conditional quantiles," Journal of Econometrics, Elsevier, vol. 128(1), pages 137-164, September.
  18. Whang, Yoon-Jae, 2006. "Smoothed Empirical Likelihood Methods For Quantile Regression Models," Econometric Theory, Cambridge University Press, vol. 22(2), pages 173-205, April.
  19. Domínguez, Manuel A., 1997. "Consistent specification testing of quantile regression models," DES - Working Papers. Statistics and Econometrics. WS 6211, Universidad Carlos III de Madrid. Departamento de Estadística.
  20. Zhai, Muxin & Kishan, Ruby P. & Showalter, Dean, 2022. "Social capital and suicidal behaviors: Evidence from the United States counties," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 98(C).
  21. Xiaofeng Lv & Rui Li, 2013. "Smoothed empirical likelihood analysis of partially linear quantile regression models with missing response variables," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 97(4), pages 317-347, October.
  22. Hochgürtel, S., 1997. "Precautionary Motives and Portfolio Decisions," Other publications TiSEM a6aa05be-cbd8-4f92-ac8e-8, Tilburg University, School of Economics and Management.
  23. Christophe Muller & Christophe Nordman, 2004. "Which Human Capital Matters For Rich And Poor'S Wages: Evidence From Matched Worker-Firm Data From Tunisia," Working Papers. Serie AD 2004-28, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  24. Christis Katsouris, 2023. "Quantile Time Series Regression Models Revisited," Papers 2308.06617, arXiv.org, revised Aug 2023.
  25. Hoisl, Karin, 2006. "Does Mobility Increase the Productivity of Inventors?," Discussion Papers in Business Administration 2023, University of Munich, Munich School of Management.
  26. David Powell, 2013. "A New Framework for Estimation of Quantile Treatment Effects Nonseparable Disturbance in the Presence of Covariates," Working Papers WR-824-1, RAND Corporation.
  27. Kim, Mo Se & Lee, Byung Sung & Lee, Hye Seon & Lee, Seung Ho & Lee, Junseok & Kim, Wonse, 2020. "Robust estimation of outage costs in South Korea using a machine learning technique: Bayesian Tobit quantile regression," Applied Energy, Elsevier, vol. 278(C).
  28. Song, Song & Ritov, Ya’acov & Härdle, Wolfgang K., 2012. "Bootstrap confidence bands and partial linear quantile regression," Journal of Multivariate Analysis, Elsevier, vol. 107(C), pages 244-262.
  29. Feipeng Zhang & Yun Hong & Yanhui Jiang & Jiayi Yu, 2022. "Impact of national media reporting concerning COVID-19 on stock market in China: empirical evidence from a quantile regression," Applied Economics, Taylor & Francis Journals, vol. 54(33), pages 3861-3881, July.
  30. Chen, Ming & Chen, Junying, 2023. "Natural resources extraction in emerging economies: Does it promote sustainable development or crowd-out real sector?," Resources Policy, Elsevier, vol. 83(C).
  31. Wang, Yafeng & Graham, Brett, 2009. "Generalized Maximum Entropy estimation of discrete sequential move games of perfect information," MPRA Paper 21331, University Library of Munich, Germany.
  32. Jens J. Krüger, 2008. "Productivity dynamics and structural change in the US manufacturing sector," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(4), pages 875-902, August.
  33. Christophe Muller & Christophe J. Nordman, 2008. "Intra-Firm Human Capital Externalities in Tunisia," THEMA Working Papers 2008-38, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
  34. Christophe Muller & Christophe Nordman, 2005. "Human capital and wages in two leading industries in Tunisia: evidence from matched worker-firm data," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 48(1-2), pages 183-208.
  35. Biswajit Patra & Narayan Sethi, 2024. "Does digital payment induce economic growth in emerging economies? The mediating role of institutional quality, consumption expenditure, and bank credit," Information Technology for Development, Taylor & Francis Journals, vol. 30(1), pages 57-75, January.
  36. Moshe Buchinsky & Jinyong Hahn, 1998. "An Alternative Estimator for the Censored Quantile Regression Model," Econometrica, Econometric Society, vol. 66(3), pages 653-672, May.
  37. Gonzalez-Rivera, Gloria & Lee, Tae-Hwy & Mishra, Santosh, 2004. "Forecasting volatility: A reality check based on option pricing, utility function, value-at-risk, and predictive likelihood," International Journal of Forecasting, Elsevier, vol. 20(4), pages 629-645.
  38. Yu, Ti-Ming & Yan, Yu-Tong & Yin, Ya-Hua & Yang, Ming-Gao, 2023. "Are natural resources and oil prices a possible solution to renewable energy electricity? Evidence from global time series data," Resources Policy, Elsevier, vol. 86(PB).
  39. Özdemir Onur, 2023. "A Spillover Effect of Human Capital on Gross Capital Formation: A Quantile Regression Approach," Zagreb International Review of Economics and Business, Sciendo, vol. 26(1), pages 77-96.
  40. Ji, Yonggang & Lin, Nan & Zhang, Baoxue, 2012. "Model selection in binary and tobit quantile regression using the Gibbs sampler," Computational Statistics & Data Analysis, Elsevier, vol. 56(4), pages 827-839.
  41. Claudiu Tiberiu Albulescu & Camélia Turcu, 2022. "Productivity, financial performance, and corporate governance: evidence from Romanian R&D firms," Applied Economics, Taylor & Francis Journals, vol. 54(51), pages 5956-5975, November.
  42. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
  43. Escanciano, Juan Carlos & Velasco, Carlos, 2010. "Specification tests of parametric dynamic conditional quantiles," Journal of Econometrics, Elsevier, vol. 159(1), pages 209-221, November.
  44. Grillitsch, Markus & Schubert, Torben & Srholec, Martin, 2019. "Knowledge base combinations and firm growth," Research Policy, Elsevier, vol. 48(1), pages 234-247.
  45. El-Osta, Hisham S., 2011. "The Impact of Human Capital on Farm Operator Household Income," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 40(1), pages 1-21, April.
  46. Jinyong Hahn & Zhipeng Liao, 2021. "Bootstrap Standard Error Estimates and Inference," Econometrica, Econometric Society, vol. 89(4), pages 1963-1977, July.
  47. Karin Hoisl, 2009. "Does mobility increase the productivity of inventors?," The Journal of Technology Transfer, Springer, vol. 34(2), pages 212-225, April.
  48. Li, Ruoyu & Gan, Yufei & Bao, Yifei & Zhou, Yun & Si, Dingwen & Liu, Qian, 2024. "Natural resources efficiency in terms of digital economy: Institutional efficiency and digital economy from the lens of natural resources," Resources Policy, Elsevier, vol. 93(C).
  49. Joel L. Horowitz, 2018. "Bootstrap Methods in Econometrics," Papers 1809.04016, arXiv.org.
  50. Mohamed Jellal & Christophe Nordman & Francois-Charles Wolff, 2008. "Evidence on the glass ceiling effect in France using matched worker-firm data," Applied Economics, Taylor & Francis Journals, vol. 40(24), pages 3233-3250.
  51. Antonio F. Galvao & Gabriel Montes-Rojas, 2015. "On Bootstrap Inference for Quantile Regression Panel Data: A Monte Carlo Study," Econometrics, MDPI, vol. 3(3), pages 1-13, September.
  52. repec:hal:journl:peer-00732534 is not listed on IDEAS
  53. Gimenes, Nathalie & Guerre, Emmanuel, 2022. "Quantile regression methods for first-price auctions," Journal of Econometrics, Elsevier, vol. 226(2), pages 224-247.
  54. Mohammedi, Mustapha & Bouzebda, Salim & Laksaci, Ali, 2021. "The consistency and asymptotic normality of the kernel type expectile regression estimator for functional data," Journal of Multivariate Analysis, Elsevier, vol. 181(C).
  55. Xie, Peijun & Xiao, Wenhui & Cai, Yifan & Zhu, Zili, 2024. "Does decentralization improve natural resources and government efficiency?," Resources Policy, Elsevier, vol. 91(C).
  56. Luca Greco & George Luta & Rand Wilcox, 2024. "On testing the equality between interquartile ranges," Computational Statistics, Springer, vol. 39(5), pages 2873-2898, July.
  57. Dimitris Politis, 2013. "Model-free model-fitting and predictive distributions," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 22(2), pages 183-221, June.
  58. Stanislav Anatolyev, 2007. "The basics of bootstrapping (in Russian)," Quantile, Quantile, issue 3, pages 1-12, September.
  59. Chamberlain, Gary & Imbens, Guido W, 2003. "Nonparametric Applications of Bayesian Inference," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(1), pages 12-18, January.
  60. Antonio F. Galvao & Thomas Parker & Zhijie Xiao, 2024. "Bootstrap Inference for Panel Data Quantile Regression," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(2), pages 628-639, April.
  61. Juraj Bodik, 2024. "Extreme Treatment Effect: Extrapolating Dose-Response Function into Extreme Treatment Domain," Mathematics, MDPI, vol. 12(10), pages 1-36, May.
  62. Yang, Xiaoming & Zhang, Jia & Xu, Zhaoyi, 2023. "Natural resources for policy makers: Revisiting COVID-19 perspective of aggregate South Asian economies," Resources Policy, Elsevier, vol. 83(C).
  63. Härdle, Wolfgang Karl & Ritov, Ya'acov & Song, Song, 2010. "Partial linear quantile regression and bootstrap confidence bands," SFB 649 Discussion Papers 2010-002, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
  64. Tim Bollerslev & Jia Li & Leonardo Salim Saker Chaves, 2021. "Generalized Jump Regressions for Local Moments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 39(4), pages 1015-1025, October.
  65. Christophe Muller & Sami Bibi, 2006. "Focused Targeting against Poverty Evidence from Tunisia," IDEP Working Papers 0602, Institut d'economie publique (IDEP), Marseille, France, revised Apr 2006.
  66. Andreas Hagemann, 2017. "Cluster-Robust Bootstrap Inference in Quantile Regression Models," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 112(517), pages 446-456, January.
  67. Honore, Bo & Khan, Shakeeb & Powell, James L., 2002. "Quantile regression under random censoring," Journal of Econometrics, Elsevier, vol. 109(1), pages 67-105, July.
  68. repec:dau:papers:123456789/4377 is not listed on IDEAS
  69. Hu, Hao & Li, Ruida & Zhang, Leilei, 2023. "Financial development and resources curse hypothesis: China's COVID-19 perspective of natural resources extraction," Resources Policy, Elsevier, vol. 85(PB).
  70. Hideo Kozumi & Genya Kobayashi, 2009. "Gibbs Sampling Methods for Bayesian Quantile Regression," Discussion Papers 2009-02, Kobe University, Graduate School of Business Administration.
  71. Horowitz, Joel L., 2000. "Should the Dea's Stride Data Be Used for Economic Analyses of Markets for Illegal Drugs?," Working Papers 00-02, University of Iowa, Department of Economics.
  72. Hao Cheng, 2024. "Inverse Probability-Weighted Estimation for Dynamic Structural Equation Model with Missing Data," Mathematics, MDPI, vol. 12(19), pages 1-20, September.
  73. Shaddady, Ali & Moore, Tomoe, 2019. "Investigation of the effects of financial regulation and supervision on bank stability: The application of CAMELS-DEA to quantile regressions," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 58(C), pages 96-116.
  74. Sun, Yiguo, 2006. "A Consistent Nonparametric Equality Test Of Conditional Quantile Functions," Econometric Theory, Cambridge University Press, vol. 22(4), pages 614-632, August.
  75. Escanciano, Juan Carlos & Velasco, Carlos, 2010. "Specification tests of parametric dynamic conditional quantiles," Journal of Econometrics, Elsevier, vol. 159(1), pages 209-221, November.
  76. Haldar, Anasuya & Sethi, Narayan, 2022. "Environmental effects of Information and Communication Technology - Exploring the roles of renewable energy, innovation, trade and financial development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 153(C).
  77. Bilias, Yannis & Chen, Songnian & Ying, Zhiliang, 2000. "Simple resampling methods for censored regression quantiles," Journal of Econometrics, Elsevier, vol. 99(2), pages 373-386, December.
  78. Tae-Hwan Kim & Halbert White, 2003. "Estimation, Inference, And Specification Testing For Possibly Misspecified Quantile Regression," Advances in Econometrics, in: Maximum Likelihood Estimation of Misspecified Models: Twenty Years Later, pages 107-132, Emerald Group Publishing Limited.
  79. repec:hum:wpaper:sfb649dp2010-002 is not listed on IDEAS
  80. Hochgürtel, S., 1997. "Precautionary Motives and Portfolio Decisions," Discussion Paper 1997-55, Tilburg University, Center for Economic Research.
  81. Kato Kengo, 2011. "A note on moment convergence of bootstrap M-estimators," Statistics & Risk Modeling, De Gruyter, vol. 28(1), pages 51-61, March.
  82. Lamarche, Carlos, 2011. "Measuring the incentives to learn in Colombia using new quantile regression approaches," Journal of Development Economics, Elsevier, vol. 96(2), pages 278-288, November.
  83. Ftiti, Zied & Ben Ameur, Hachmi & Louhichi, Waël, 2021. "Does non-fundamental news related to COVID-19 matter for stock returns? Evidence from Shanghai stock market," Economic Modelling, Elsevier, vol. 99(C).
  84. Guo, Yating & Wong, Wing-Keung & Su, Nan & Ghardallou, Wafa & Orosco Gavilán, Juan Carlos & Uyen, Pham Thi Minh & Cong, Phan The, 2023. "Resource curse hypothesis and economic growth: A global analysis using bootstrapped panel quantile regression analysis," Resources Policy, Elsevier, vol. 85(PA).
  85. Christophe Muller & Tae-Hwan Kim, 2005. "Two-Stage Huber Estimation," Working Papers. Serie AD 2005-17, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  86. Hausman, Jerry, 2001. "Microeconometrics," Journal of Econometrics, Elsevier, vol. 100(1), pages 33-35, January.
  87. Hao, Linna & Meng, Qin & Umar, Muhammad & Long, Chi, 2024. "Mineral resources and intellectual capital: Asymmetrical impacts and sustainable development outcomes," Resources Policy, Elsevier, vol. 91(C).
  88. repec:dau:papers:123456789/10593 is not listed on IDEAS
  89. repec:dau:papers:123456789/4335 is not listed on IDEAS
  90. Christophe MULLER & Sami BIBI, 2008. "Focused Transfer Targeting against Poverty Evidence from Tunisia," THEMA Working Papers 2008-37, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
  91. Maricruz Lacalle†Calderon & Manuel Perez†Trujillo & Isabel Neira, 2018. "Does Microfinance Reduce Poverty among the Poorest? A Macro Quantile Regression Approach," The Developing Economies, Institute of Developing Economies, vol. 56(1), pages 51-65, March.
  92. Ni, Xiewen, 2023. "Natural resources and COP26 targets of developed countries: Pandemic perspective of natural resources extraction," Resources Policy, Elsevier, vol. 83(C).
  93. Anthoulla Phella, 2020. "Consistent Specification Test of the Quantile Autoregression," Papers 2010.03898, arXiv.org, revised Jan 2024.
  94. Christophe Muller & Sami Bibi, 2010. "Refining Targeting against Poverty Evidence from Tunisia," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(3), pages 381-410, June.
  95. Fernando João Alexandre Parmagnani & Fabiana Fontes Rocha, 2013. "Evaluating the impact of SUS transfers on municipalities' health expenditures," Working Papers, Department of Economics 2013_23, University of São Paulo (FEA-USP), revised 15 Jan 2014.
  96. Xu, Yanling & Xu, Tian & Huang, Xiying & Chu, Chien-Chi, 2024. "Natural resources a curse or blessing: The story of Latin American and Caribbean economies employing bootstrap quantile method," Resources Policy, Elsevier, vol. 90(C).
  97. Jiao, Lei & Zhou, Dongjie & Xu, Runguo, 2024. "Resource dynamics and economic expansion: Unveiling the asymmetric effects of natural resources and FDI on economic growth with a lens on energy efficiency," Resources Policy, Elsevier, vol. 89(C).
  98. Zeng, Queling & Li, Ruida & Zhang, Ting, 2023. "Do natural resources ensure energy efficiency? A novel paradigm of resources-efficiency nexus for sustainable development," Resources Policy, Elsevier, vol. 87(PA).
  99. Robert L. Bray & Haim Mendelson, 2012. "Information Transmission and the Bullwhip Effect: An Empirical Investigation," Management Science, INFORMS, vol. 58(5), pages 860-875, May.
  100. Khan, Zeeshan & Hossain, Mohammad Razib & Badeeb, Ramez Abubakr & Zhang, Changyong, 2023. "Aggregate and disaggregate impact of natural resources on economic performance: Role of green growth and human capital," Resources Policy, Elsevier, vol. 80(C).
  101. Ma, Liuyun & Niu, Lijuan, 2024. "Mineral resources policy with economic risk: Envisaging the role of mineral resources with inclusive financial development for the US economy," Resources Policy, Elsevier, vol. 95(C).
  102. Malmendier, Ulrike M. & Botsch, Matthew J., 2020. "The Long Shadows of the Great Inflation: Evidence from Residential Mortgages," CEPR Discussion Papers 14934, C.E.P.R. Discussion Papers.
  103. Jose A. F. Machado & Jose Mata, 2000. "Box-Cox quantile regression and the distribution of firm sizes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(3), pages 253-274.
  104. Jayabrata Biswas & Kiranmoy Das, 2021. "A Bayesian quantile regression approach to multivariate semi-continuous longitudinal data," Computational Statistics, Springer, vol. 36(1), pages 241-260, March.
  105. Joel L. Horowitz, 2018. "Bootstrap methods in econometrics," CeMMAP working papers CWP53/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
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