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Least absolute deviations estimation for the censored regression model

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Cited by:

  1. Chen, Songnian & Zhou, Xianbo, 2011. "Semiparametric estimation of a bivariate Tobit model," Journal of Econometrics, Elsevier, vol. 165(2), pages 266-274.
  2. Honore, Bo E. & Kyriazidou, Ekaterini & Udry, Christopher, 1997. "Estimation of Type 3 Tobit models using symmetric trimming and pairwise comparisons," Journal of Econometrics, Elsevier, vol. 76(1-2), pages 107-128.
  3. Han Hong & Elie Tamer, 2003. "Inference in Censored Models with Endogenous Regressors," Econometrica, Econometric Society, vol. 71(3), pages 905-932, May.
  4. João Santos Silva, 2019. "Quantile regression: Basics and recent advances," London Stata Conference 2019 27, Stata Users Group.
  5. Gregory Berg & William Kaempfer, 2001. "Cigarette demand and tax policy for race groups in South Africa," Applied Economics, Taylor & Francis Journals, vol. 33(9), pages 1167-1173.
  6. Joel L. Horowitz, 1998. "Bootstrap Methods for Median Regression Models," Econometrica, Econometric Society, vol. 66(6), pages 1327-1352, November.
  7. 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.
  8. Chen, Songnian, 2018. "Sequential estimation of censored quantile regression models," Journal of Econometrics, Elsevier, vol. 207(1), pages 30-52.
  9. James B. McDonald & Hieu Nguyen, 2012. "Heteroskedasticity and Distributional Assumptions in the Censored Regression Model," BYU Macroeconomics and Computational Laboratory Working Paper Series 2012-09, Brigham Young University, Department of Economics, BYU Macroeconomics and Computational Laboratory.
  10. Héctor Manuel Zárate S., 2005. "Cambios en la estructura salarial: una historia desde la regresión cuanfílica," Monetaria, Centro de Estudios Monetarios Latinoamericanos, CEMLA, vol. 0(4), pages 339-364, octubre-d.
  11. Alejandro Cid & Daniel Ferrés & Máximo Rossi, 2008. "Testing Happiness Hypothesis among the Elderly," Revista Cuadernos de Economía, Universidad Nacional de Colombia -FCE - CID, July.
  12. Jörn-Steffen Pischke, 2007. "The Impact of Length of the School Year on Student Performance and Earnings: Evidence From the German Short School Years," Economic Journal, Royal Economic Society, vol. 117(523), pages 1216-1242, October.
  13. Florian Smuda, 2014. "Cartel Overcharges And The Deterrent Effect Of Eu Competition Law," Journal of Competition Law and Economics, Oxford University Press, vol. 10(1), pages 63-86.
  14. Xianghua Luo & Chiung-Yu Huang & Lan Wang, 2013. "Quantile Regression for Recurrent Gap Time Data," Biometrics, The International Biometric Society, vol. 69(2), pages 375-385, June.
  15. Doherr, Thorsten & Czarnitzki, Dirk, 2002. "Genetic algorithms: a tool for optimization in econometrics - basic concept and an example for empirical applications," ZEW Discussion Papers 02-41, ZEW - Leibniz Centre for European Economic Research.
  16. Xiaohong Chen & Oliver Linton & Ingrid Van Keilegom, 2003. "Estimation of Semiparametric Models when the Criterion Function Is Not Smooth," Econometrica, Econometric Society, vol. 71(5), pages 1591-1608, September.
  17. Schunk, Daniel, 2007. "What determines the saving behavior of German households? : an examination of saving motives and saving decisions," Papers 07-10, Sonderforschungsbreich 504.
  18. Jörn-Steffen Pischke, 2004. "The Impact of the School Year on Student Performance and Earnings: Evidence from the German short school years," CEE Discussion Papers 0034, Centre for the Economics of Education, LSE.
  19. Andrés Langebaek R. & Diego Vásquez E., 2007. "Determinantes de la actividad innovadora en la industria manufacturera colombiana," Borradores de Economia 433, Banco de la Republica de Colombia.
  20. Peracchi, Franco, 2002. "On estimating conditional quantiles and distribution functions," Computational Statistics & Data Analysis, Elsevier, vol. 38(4), pages 433-447, February.
  21. Honore, Bo E. & Hu, Luojia, 2004. "Estimation of cross sectional and panel data censored regression models with endogeneity," Journal of Econometrics, Elsevier, vol. 122(2), pages 293-316, October.
  22. Liu, Haoming & Park, Cheolsung, 2004. "The evolution of the graduation-publication process," Economics of Education Review, Elsevier, vol. 23(5), pages 519-531, October.
  23. Dasgupta, Madhuchhanda & Mishra, SK, 2004. "Least absolute deviation estimation of linear econometric models: A literature review," MPRA Paper 1781, University Library of Munich, Germany.
  24. de Castro, Luciano & Galvao, Antonio F. & Kaplan, David M. & Liu, Xin, 2019. "Smoothed GMM for quantile models," Journal of Econometrics, Elsevier, vol. 213(1), pages 121-144.
  25. Erik Figueiredo & Luiz Renato Lima & Gianluca Orefice, 2016. "Migration and Regional Trade Agreements: A (New) Gravity Estimation," Review of International Economics, Wiley Blackwell, vol. 24(1), pages 99-125, February.
  26. Jalan, Jyotsna & Ravallion, Martin, 1996. "Transient poverty in rural China," Policy Research Working Paper Series 1616, The World Bank.
  27. Billingsley Kaambwa & Lucinda Billingham & Stirling Bryan, 2013. "Mapping utility scores from the Barthel index," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(2), pages 231-241, April.
  28. Jörn-Steffen Pischke, 2001. "Continuous training in Germany," Journal of Population Economics, Springer;European Society for Population Economics, vol. 14(3), pages 523-548.
  29. Mark J. Garmaise & Tobias J. Moskowitz, 2002. "Confronting Information Asymmetries: Evidence from Real Estate Markets," NBER Working Papers 8877, National Bureau of Economic Research, Inc.
  30. Jonah B. Gelbach, 2004. "Migration, the Life Cycle, and State Benefits: How Low Is the Bottom?," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 1091-1130, October.
  31. Adelino, Manuel & Dinc, I. Serdar, 2014. "Corporate distress and lobbying: Evidence from the Stimulus Act," Journal of Financial Economics, Elsevier, vol. 114(2), pages 256-272.
  32. Lachos, Víctor H. & Moreno, Edgar J. López & Chen, Kun & Cabral, Celso Rômulo Barbosa, 2017. "Finite mixture modeling of censored data using the multivariate Student-t distribution," Journal of Multivariate Analysis, Elsevier, vol. 159(C), pages 151-167.
  33. White, Halbert & Kim, Tae-Hwan & Manganelli, Simone, 2015. "VAR for VaR: Measuring tail dependence using multivariate regression quantiles," Journal of Econometrics, Elsevier, vol. 187(1), pages 169-188.
  34. Patric Müller & Sara Geer, 2016. "Censored linear model in high dimensions," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(1), pages 75-92, March.
  35. Min, Jeoung-Sik & Lim, Seul-Ye & Yoo, Seung-Hoon, 2019. "Economic output-maximizing share of combined heat and power generation: The case of South Korea," Energy Policy, Elsevier, vol. 132(C), pages 1087-1091.
  36. Fitzenberger, Bernd & Hujer, Reinhard & MaCurdy, Thomas E. & Schnabel, Reinhold, 1995. "The dynamic structure of wages in Germany 1976 - 1984: A cohort analysis," Discussion Papers 22, University of Konstanz, Center for International Labor Economics (CILE).
  37. Choi, Jin-young & Lee, Myoung-jae, 2019. "Twins are more different than commonly believed, but made less different by compensating behaviors," Economics & Human Biology, Elsevier, vol. 35(C), pages 18-31.
  38. Golbe, Devra L. & Nyman, Ingmar, 2013. "How do share repurchases affect ownership concentration?," Journal of Corporate Finance, Elsevier, vol. 20(C), pages 22-40.
  39. YAGASAKI Masayuki & NAKAMURO Makiko, 2018. "Competitiveness, Risk Attitudes, and the Gender Gap in Math Achievement," Discussion papers 18066, Research Institute of Economy, Trade and Industry (RIETI).
  40. Eide, Eric & Showalter, Mark H., 1998. "The effect of school quality on student performance: A quantile regression approach," Economics Letters, Elsevier, vol. 58(3), pages 345-350, March.
  41. Gerrans, Paul & Yap, Ghialy, 2014. "Retirement savings investment choices: Sophisticated or naive?," Pacific-Basin Finance Journal, Elsevier, vol. 30(C), pages 233-250.
  42. Stepan Jurajda & Heike Harmgart, 2002. "Sex Segregation and Wage Gaps in East and West Germany," CERGE-EI Working Papers wp202, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
  43. Michael Rauber & Heinrich W. Ursprung, 2008. "Life Cycle and Cohort Productivity in Economic Research: The Case of Germany," German Economic Review, Verein für Socialpolitik, vol. 9(4), pages 431-456, November.
  44. Chang, Su-Hsin & Contessi, Silvio & Francis, Johanna L., 2014. "Understanding the accumulation of bank and thrift reserves during the U.S. financial crisis," Journal of Economic Dynamics and Control, Elsevier, vol. 43(C), pages 78-106.
  45. Whang, Yoon-Jae, 2006. "Smoothed Empirical Likelihood Methods For Quantile Regression Models," Econometric Theory, Cambridge University Press, vol. 22(2), pages 173-205, April.
  46. Gorton, Matthew & Sauer, Johannes & Peshevski, Mile & Bosev, Dane & Shekerinov, Darko & Quarrie, Steve, 2009. "Water Communities in the Republic of Macedonia: An Empirical Analysis of Membership Satisfaction and Payment Behavior," World Development, Elsevier, vol. 37(12), pages 1951-1963, December.
  47. Li, Yao Amber, 2014. "Borders and distance in knowledge spillovers: Dying over time or dying with age?—Evidence from patent citations," European Economic Review, Elsevier, vol. 71(C), pages 152-172.
  48. Eliana La Ferrara, 2003. "Kin Groups and Reciprocity: A Model of Credit Transactions in Ghana," American Economic Review, American Economic Association, vol. 93(5), pages 1730-1751, December.
  49. Khan, Shakeeb & Ponomareva, Maria & Tamer, Elie, 2016. "Identification of panel data models with endogenous censoring," Journal of Econometrics, Elsevier, vol. 194(1), pages 57-75.
  50. Patric Müller & Sara Geer, 2016. "Censored linear model in high dimensions," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(1), pages 75-92, March.
  51. Alcobendas, Miguel Angel & Rodríguez-Planas, Núria & Vegas, Raquel, 2012. "Wage and Occupational Assimilation by Skill Level," IZA Discussion Papers 6543, Institute of Labor Economics (IZA).
  52. Falk, Martin, 2001. "Diffusion of information technology, internet use and the demand of heterogeneous labor," ZEW Discussion Papers 01-48, ZEW - Leibniz Centre for European Economic Research.
  53. Dariusz Wójcik & Eric Knight & Vladimír Pažitka, 2018. "What turns cities into international financial centres? Analysis of cross-border investment banking 2000–2014," Journal of Economic Geography, Oxford University Press, vol. 18(1), pages 1-33.
  54. Pao-Li Chang & Myoung-Jae Lee, 2006. "Protection for Sale Under Monopolistic Competition : An Empirical Investigation," Microeconomics Working Papers 22061, East Asian Bureau of Economic Research.
  55. Jolliffe, Dean, 1997. "Whose education matters in the determination of household income," FCND discussion papers 39, International Food Policy Research Institute (IFPRI).
  56. Brunner, Eric & Sonstelie, Jon, 2003. "School finance reform and voluntary fiscal federalism," Journal of Public Economics, Elsevier, vol. 87(9-10), pages 2157-2185, September.
  57. Schady, Norbert & Araujo, Maria Caridad, 2006. "Cash transfers, conditions, school enrollment, and child work : evidence from a randomized experiment in Ecuador," Policy Research Working Paper Series 3930, The World Bank.
  58. Patrick Bajari & Han Hong & Ahmed Khwaja, 2006. "Moral Hazard, Adverse Selection and Health Expenditures: A Semiparametric Analysis," NBER Working Papers 12445, National Bureau of Economic Research, Inc.
  59. Jalan, Jyotsna & Ravallion, Martin, 2001. "Behavioral responses to risk in rural China," Journal of Development Economics, Elsevier, vol. 66(1), pages 23-49, October.
  60. Elliott Fan, 2010. "Who Benefits from Public Old Age Pensions? Evidence from a Targeted Program," Economic Development and Cultural Change, University of Chicago Press, vol. 58(2), pages 297-322, January.
  61. Cid, Alejandro & Ferrés, Daniel & Rossi, Máximo, 2009. "Subjective Well-Being among the Elderly in the Southern Cone: Health, Income and Family," MPRA Paper 84785, University Library of Munich, Germany.
  62. Khan, Shakeeb & Tamer, Elie, 2009. "Inference on endogenously censored regression models using conditional moment inequalities," Journal of Econometrics, Elsevier, vol. 152(2), pages 104-119, October.
  63. Robert F. Engle & Simone Manganelli, 2004. "CAViaR: Conditional Autoregressive Value at Risk by Regression Quantiles," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 367-381, October.
  64. Nguyen, Huy, 2014. "The effect of land fragmentation on labor allocation and the economic diversity of farm households: The case of Vietnam," MPRA Paper 57643, University Library of Munich, Germany.
  65. Myoung‐jae Lee & Young‐sook Kim, 2012. "Zero‐Inflated Endogenous Count In Censored Model: Effects Of Informal Family Care On Formal Health Care," Health Economics, John Wiley & Sons, Ltd., vol. 21(9), pages 1119-1133, September.
  66. Kwak, Seung-Jun & Yoo, Seung-Hoon & Kim, Tai-Yoo, 2001. "A constructive approach to air-quality valuation in Korea," Ecological Economics, Elsevier, vol. 38(3), pages 327-344, September.
  67. Eliana Christou & Michael G. Akritas, 2019. "Single index quantile regression for censored data," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 28(4), pages 655-678, December.
  68. Charles Grant & Winfried Koeniger, 2009. "Redistributive Taxation and Personal Bankruptcy in U.S. States," Journal of Law and Economics, University of Chicago Press, vol. 52(3), pages 445-467, August.
  69. Panizza, Ugo, 1999. "On the determinants of fiscal centralization: Theory and evidence," Journal of Public Economics, Elsevier, vol. 74(1), pages 97-139, October.
  70. Shuang Ji & Limin Peng & Yu Cheng & HuiChuan Lai, 2012. "Quantile Regression for Doubly Censored Data," Biometrics, The International Biometric Society, vol. 68(1), pages 101-112, March.
  71. Christina Paxson & Norbert Schady, 2007. "Cognitive Development among Young Children in Ecuador: The Roles of Wealth, Health, and Parenting," Journal of Human Resources, University of Wisconsin Press, vol. 42(1).
  72. Halliday, Timothy J., 2012. "Intra-household labor supply, migration, and subsistence constraints in a risky environment: Evidence from rural El salvador," European Economic Review, Elsevier, vol. 56(6), pages 1001-1019.
  73. repec:gam:jecnmx:v:4:y:2015:i:1:p:2:d:61252 is not listed on IDEAS
  74. Parente, Paulo M.D.C. & Smith, Richard J., 2011. "Gel Methods For Nonsmooth Moment Indicators," Econometric Theory, Cambridge University Press, vol. 27(1), pages 74-113, February.
  75. De Backer, Mickael & El Ghouch, Anouar & Van Keilegom, Ingrid, 2017. "An Adapted Loss Function for Censored Quantile Regression," IBSA Discussion Papers (ISBA - Institute of Statistics, Biostatistics and Actuarial Sciences) 2017003, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
  76. W. H. Furtan & J. Sauer, 2008. "Determinants of Food Industry Performance: Survey Data and Regressions for Denmark," Journal of Agricultural Economics, Wiley Blackwell, vol. 59(3), pages 555-573, September.
  77. Backus, Peter, 2010. "Is charity a homogeneous good?," Economic Research Papers 270773, University of Warwick - Department of Economics.
  78. Izquierdo, Mario & Lacuesta, Aitor & Vegas, Raquel, 2009. "Assimilation of immigrants in Spain: A longitudinal analysis," Labour Economics, Elsevier, vol. 16(6), pages 669-678, December.
  79. Backus, Peter, 2010. "Is charity a homogeneous good?," The Warwick Economics Research Paper Series (TWERPS) 951, University of Warwick, Department of Economics.
  80. Daniel Parent, 2004. "The Effect of High School Employment on Educational Attainment in Canada," Cahiers de recherche 0413, CIRPEE.
  81. Stewart, Hayden & Blisard, Noel, 2006. "The Thrifty Food Plan and low-income households in the United States: What food groups are being neglected?," Food Policy, Elsevier, vol. 31(5), pages 469-482, October.
  82. Abinzano, I. & Muga, L. & Santamaria, R., 2017. "Bad company. The indirect effect of differences in corporate governance in the pension plan industry," International Review of Financial Analysis, Elsevier, vol. 54(C), pages 63-75.
  83. Anastasia Semykina & Jeffrey M. Wooldridge, 2018. "Binary response panel data models with sample selection and self‐selection," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(2), pages 179-197, March.
  84. Fan, Yanqin & Liu, Ruixuan, 2018. "Partial identification and inference in censored quantile regression," Journal of Econometrics, Elsevier, vol. 206(1), pages 1-38.
  85. Jörn-Steffen Pischke & Till von Wachter, 2008. "Zero Returns to Compulsory Schooling in Germany: Evidence and Interpretation," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 592-598, August.
  86. Mayer, Walter J. & Dorsey, Robert E., 1998. "Maximum score estimation of disequilibrium models and the role of anticipatory price-setting," Journal of Econometrics, Elsevier, vol. 87(1), pages 1-24, August.
  87. Beckmann, Michael, 2002. "Lohnstrukturverzerrung und betriebliche Ausbildung : empirische Analyse des Acemoglu-Pischke-Modells mit Daten des IAB-Betriebspanels (Wage structure bias and company training : empirical analysis of ," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 35(2), pages 189-204.
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  89. Qiuqiong Huang & David Dawe & Scott Rozelle & Jikun Huang & Jinxia Wang, 2005. "Irrigation, poverty and inequality in rural China ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 49(2), pages 159-175, June.
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  97. Feng Zou & Hengjian Cui, 2020. "Error density estimation in high-dimensional sparse linear model," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 72(2), pages 427-449, April.
  98. Evangelia Papapetrou & Pinelopi Tsalaporta, 2017. "Inter-Industry Wage Differentials in Greece: Evidence from Quantile Regression Analysis," International Economic Journal, Taylor & Francis Journals, vol. 31(1), pages 51-67, January.
  99. Eric Nazindigouba Kere, 2016. "Do political economy factors matter in explaining the increase in the production of bioenergy?," WIDER Working Paper Series 025, World Institute for Development Economic Research (UNU-WIDER).
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  103. Blundell, Richard & Powell, James L., 2007. "Censored regression quantiles with endogenous regressors," Journal of Econometrics, Elsevier, vol. 141(1), pages 65-83, November.
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  118. Eric Nazindigou Kere, 2016. "Do political economy factors matter in explaining the increase in the production of bioenergy?," WIDER Working Paper Series wp-2016-25, World Institute for Development Economic Research (UNU-WIDER).
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  123. Víctor H. Lachos & Celso R. B. Cabral & Marcos O. Prates & Dipak K. Dey, 2019. "Flexible regression modeling for censored data based on mixtures of student-t distributions," Computational Statistics, Springer, vol. 34(1), pages 123-152, March.
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  125. Gracious M. Diiro & Abdoul G. Sam & David Kraybill, 2017. "Heterogeneous Effects of Maternal Labor Market Participation on the Nutritional Status of Children: Empirical Evidence from Rural India," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 10(3), pages 609-632, September.
  126. Devereux, Paul J. & Tripathi, Gautam, 2009. "Optimally combining censored and uncensored datasets," Journal of Econometrics, Elsevier, vol. 151(1), pages 17-32, July.
  127. Fitzenberger, Bernd & Winker, Peter, 2007. "Improving the computation of censored quantile regressions," Computational Statistics & Data Analysis, Elsevier, vol. 52(1), pages 88-108, September.
  128. Zhong, Pingshou & Cui, Hengjian, 2010. "Empirical likelihood for median regression model with designed censoring variables," Journal of Multivariate Analysis, Elsevier, vol. 101(1), pages 240-251, January.
  129. Lee, Sokbae, 2007. "Endogeneity in quantile regression models: A control function approach," Journal of Econometrics, Elsevier, vol. 141(2), pages 1131-1158, December.
  130. Jiang Du & Zhongzhan Zhang & Tianfa Xie, 2017. "Focused information criterion and model averaging in censored quantile regression," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 80(5), pages 547-570, July.
  131. Hussein Hashem & Veronica Vinciotti & Rahim Alhamzawi & Keming Yu, 2016. "Quantile regression with group lasso for classification," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 10(3), pages 375-390, September.
  132. Takalo, Tuomas & Tanayama, Tanja & Toivanen, Otto, 2008. "Evaluating innovation policy : a structural treatment effect model of R&D subsidies," Research Discussion Papers 7/2008, Bank of Finland.
  133. Ding, Hao & Wang, Zhanfeng & Wu, Yaohua, 2017. "Tobit regression model with parameters of increasing dimensions," Statistics & Probability Letters, Elsevier, vol. 120(C), pages 1-7.
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