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Endogeneity in nonparametric and semiparametric regression models

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Cited by:

  1. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
  2. Roberto Basile & Alessandro Girardi, 2009. "Specialization and risk sharing: evidence from European regions," ISAE Working Papers 122, ISTAT - Italian National Institute of Statistics - (Rome, ITALY).
  3. Ma, Lingjie & Koenker, Roger, 2006. "Quantile regression methods for recursive structural equation models," Journal of Econometrics, Elsevier, vol. 134(2), pages 471-506, October.
  4. Christian Dustmann & Francesca Fabbri & Ian Preston, 2011. "Racial Harassment, Ethnic Concentration, and Economic Conditions," Scandinavian Journal of Economics, Wiley Blackwell, vol. 113(3), pages 689-711, September.
  5. 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.
  6. Pierre Dubois & Bruno Jullien & Thierry Magnac, 2008. "Formal and Informal Risk Sharing in LDCs: Theory and Empirical Evidence," Econometrica, Econometric Society, vol. 76(4), pages 679-725, July.
  7. Nune Hovhannisyan & Wolfgang Keller, 2015. "International business travel: an engine of innovation?," Journal of Economic Growth, Springer, vol. 20(1), pages 75-104, March.
  8. Schennach, Susanne & White, Halbert & Chalak, Karim, 2012. "Local indirect least squares and average marginal effects in nonseparable structural systems," Journal of Econometrics, Elsevier, vol. 166(2), pages 282-302.
  9. Christian Belzil & Jörgen Hansen, 2002. "Unobserved Ability and the Return to Schooling," Econometrica, Econometric Society, vol. 70(5), pages 2075-2091, September.
  10. Jean-Pierre Florens & James Heckman & Costas Meghir & Edward Vytlacil, 2002. "Instrumental variables, local instrumental variables and control functions," CeMMAP working papers CWP15/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  11. Goux, Dominique & Maurin, Eric, 2005. "The effect of overcrowded housing on children's performance at school," Journal of Public Economics, Elsevier, vol. 89(5-6), pages 797-819, June.
  12. Chen, Xiaohong & Reiss, Markus, 2011. "On Rate Optimality For Ill-Posed Inverse Problems In Econometrics," Econometric Theory, Cambridge University Press, vol. 27(3), pages 497-521, June.
  13. Roberto Basile & Alessandro Girardi & Marianna Mantuano & Francesco Pastore, 2012. "Sectoral shifts, diversification and regional unemployment: evidence from local labour systems in Italy," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 39(4), pages 525-544, November.
  14. Kern, Holger & Hainmueller, Jens, 2007. "Opium for the Masses: How Foreign Free Media Can Stabilize Authoritarian Regimes," MPRA Paper 2702, University Library of Munich, Germany.
  15. Maurer, Jürgen, 2009. "Who has a clue to preventing the flu? Unravelling supply and demand effects on the take-up of influenza vaccinations," Journal of Health Economics, Elsevier, vol. 28(3), pages 704-717, May.
  16. Beckert, Walter, 2018. "Choice in the presence of experts: The role of general practitioners in patients’ hospital choice," Journal of Health Economics, Elsevier, vol. 60(C), pages 98-117.
  17. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
  18. Guggenberger, Patrik & Smith, Richard J., 2008. "Generalized empirical likelihood tests in time series models with potential identification failure," Journal of Econometrics, Elsevier, vol. 142(1), pages 134-161, January.
  19. Arnab Bhattacharjee & Sean Holly, 2013. "Understanding Interactions in Social Networks and Committees," Spatial Economic Analysis, Taylor & Francis Journals, vol. 8(1), pages 23-53, March.
  20. Vincent Leyaro & Priscilla Twumasi Baffour & Oliver Morrissey & Trudy Owens, 2014. "Determinants of Urban Labour Earnings in Tanzania, 2000/01-06," Discussion Papers 14/03, University of Nottingham, CREDIT.
  21. Das, M., 2005. "Instrumental variables estimators of nonparametric models with discrete endogenous regressors," Journal of Econometrics, Elsevier, vol. 124(2), pages 335-361, February.
  22. van den Berg, Gerard J., 2007. "An Economic Analysis of Exclusion Restrictions for Instrumental Variable Estimation," IZA Discussion Papers 2585, Institute of Labor Economics (IZA).
  23. Arthur Lewbel & Oliver Linton, 2003. "Nonparametric estimation of homothetic and homothetically separable functions," CeMMAP working papers 14/03, Institute for Fiscal Studies.
  24. Alice Mesnard & Martin Ravallion, 2006. "The Wealth Effect on New Business Startups in a Developing Economy," Economica, London School of Economics and Political Science, vol. 73(291), pages 367-392, August.
  25. Florens, Jean-Pierre & Simoni, Anna, 2012. "Nonparametric estimation of an instrumental regression: A quasi-Bayesian approach based on regularized posterior," Journal of Econometrics, Elsevier, vol. 170(2), pages 458-475.
  26. Anderson, Simon & Ciliberto, Federico & Liaukonyte, Jura, 2010. "Getting into Your Head(Ache): The Information Content of Advertising in the Over-the-Counter Analgesics Industry," MPRA Paper 24916, University Library of Munich, Germany.
  27. Escribano, Álvaro & Guasch, J. Luis, 2012. "Robust investment climate effects on alternative firm-level productivity measures," UC3M Working papers. Economics we1201, Universidad Carlos III de Madrid. Departamento de Economía.
  28. Guido W. Imbens & Whitney K. Newey, 2009. "Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity," Econometrica, Econometric Society, vol. 77(5), pages 1481-1512, September.
  29. Måns Söderbom & Francis Teal & Anthony Wambugu & Godius Kahyarara, 2006. "The Dynamics of Returns to Education in Kenyan and Tanzanian Manufacturing," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(3), pages 261-288, June.
  30. Luke Taylor & Taisuke Otsu, 2019. "Estimation of nonseparable models with censored dependent variables and endogenous regressors," Econometric Reviews, Taylor & Francis Journals, vol. 38(1), pages 4-24, January.
  31. Richard W. Blundell & James L. Powell, 2004. "Endogeneity in Semiparametric Binary Response Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(3), pages 655-679.
  32. Roger Klein & Chan Shen, 2015. "Semiparametric Instrumental Variable Estimation in an Endogenous Treatment Model," Departmental Working Papers 201511, Rutgers University, Department of Economics.
  33. Richard Blundell & Martin Browning & Ian Crawford, 2008. "Best Nonparametric Bounds on Demand Responses," Econometrica, Econometric Society, vol. 76(6), pages 1227-1262, November.
  34. Beckert, Walter & Mazzarotto, Nicola, 2010. "Price-concentration analysis in merger cases with differentiated products," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 4, pages 1-23.
  35. Richard Blundell & Xiaohong Chen & Dennis Kristensen, 2003. "Nonparametric IV estimation of shape-invariant Engel curves," CeMMAP working papers CWP15/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  36. Stefan Hoderlein & Yuya Sasaki, 2011. "On the role of time in nonseparable panel data models," CeMMAP working papers CWP15/11, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  37. Escribano, Álvaro & Guasch, J. Luis, 2008. "Robust methodology for investment climate assessment on productivity: application to investment climate surveys from Central America," UC3M Working papers. Economics we081911, Universidad Carlos III de Madrid. Departamento de Economía.
  38. Andrew Chesher, 2004. "Identification of sensitivity to variation in endogenous variables," Econometric Society 2004 Australasian Meetings 353, Econometric Society.
  39. Jürgen Maurer, 2007. "Socioeconomic and Health Determinants of Health Care Utilization Among Elderly Europeans: A Semiparametric Assessment of Equity, Intensity and Responsiveness for Ten European Countries," MEA discussion paper series 07144, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
  40. Philippe Aghion & Richard Blundell & Rachel Griffith & Peter Howitt & Susanne Prantl, 2009. "The Effects of Entry on Incumbent Innovation and Productivity," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 20-32, February.
  41. Emran, M. Shahe & Shilpi, Forhad, 2015. "Do Land Market Restrictions Hinder Structural Change in a Rural Economy? Evidence from Sri Lanka," MPRA Paper 66017, University Library of Munich, Germany.
  42. Lee, Sokbae, 2007. "Endogeneity in quantile regression models: A control function approach," Journal of Econometrics, Elsevier, vol. 141(2), pages 1131-1158, December.
  43. Atella, Vincenzo & Pace, Noemi & Vuri, Daniela, 2008. "Are employers discriminating with respect to weight?: European Evidence using Quantile Regression," Economics & Human Biology, Elsevier, vol. 6(3), pages 305-329, December.
  44. repec:tur:wpaper:10 is not listed on IDEAS
  45. Maurizio Mazzocco & Shiv Saini, 2006. "Testing Efficient Risk Sharing with Heterogeneous Risk Preferences: Semi-parametric Tests with an Application to Village Economies," 2006 Meeting Papers 108, Society for Economic Dynamics.
  46. Andrea Weber & Christine Zulehner, 2014. "Competition And Gender Prejudice: Are Discriminatory Employers Doomed To Fail?," Journal of the European Economic Association, European Economic Association, vol. 12(2), pages 492-521, April.
  47. Emilia Del Bono & Andrea Weber, 2008. "Do Wages Compensate for Anticipated Working Time Restrictions? Evidence from Seasonal Employment in Austria," Journal of Labor Economics, University of Chicago Press, vol. 26(1), pages 181-221.
  48. Victor Chernozhukov & Roberto Rigobon & Thomas M. Stoker, 2009. "Set identification with Tobin regressors," CeMMAP working papers CWP12/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  49. Patrick Bajari & C. Lanier Benkard, 2005. "Demand Estimation with Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach," Journal of Political Economy, University of Chicago Press, vol. 113(6), pages 1239-1276, December.
  50. David C. Maré & Andrew Coleman, 2011. "Patterns of business location in Auckland," Working Papers 11_08, Motu Economic and Public Policy Research.
  51. Susanne Schennach & Halbert White & Karim Chalak, 2007. "Local Indirect Least Squares and Average Marginal Effects in Nonseparable Structural Systems," Boston College Working Papers in Economics 680, Boston College Department of Economics, revised 26 Dec 2009.
  52. Anil Kumar, 2012. "Nonparametric estimation of the impact of taxes on female labor supply," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(3), pages 415-439, April.
  53. Jacob N. Arendt, 2002. "Endogeneity and Heterogeneity in LDV Panel Data Models," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 D6-1, International Conferences on Panel Data.
  54. Blundell, Richard & Powell, James L., 2007. "Censored regression quantiles with endogenous regressors," Journal of Econometrics, Elsevier, vol. 141(1), pages 65-83, November.
  55. Levasseur, Pierre, 2017. "The ambiguous causal relationship between body-mass and labour income in emerging economies: The case of Mexico," MPRA Paper 81933, University Library of Munich, Germany.
  56. Anil Kumar, 2004. "Taxes, Deadweight Loss and Intertemporal Female Labor Supply: Evidence from Panel Data," Center for Policy Research Working Papers 61, Center for Policy Research, Maxwell School, Syracuse University.
  57. Bryan S. Graham & James Powell, 2008. "Identification and Estimation of 'Irregular' Correlated Random Coefficient Models," NBER Working Papers 14469, National Bureau of Economic Research, Inc.
  58. David C. Maré & Andrew Coleman, 2011. "Estimating the determinants of population location in Auckland," Working Papers 11_07, Motu Economic and Public Policy Research.
  59. Kashaev, Nail & Aguiar, Victor H., 2022. "A random attention and utility model," Journal of Economic Theory, Elsevier, vol. 204(C).
  60. repec:wvu:wpaper:10-11 is not listed on IDEAS
  61. Francis Teal & Måns Söderbom, 2004. "The Dynamics of Returns to Education in Kenyan and Tanzanian Manufacturing," Economics Series Working Papers WPS/2003-17, University of Oxford, Department of Economics.
  62. Sylvia Klosin, 2021. "Automatic Double Machine Learning for Continuous Treatment Effects," Papers 2104.10334, arXiv.org.
  63. Joel L. Horowitz & Sokbae Lee, 2007. "Nonparametric Instrumental Variables Estimation of a Quantile Regression Model," Econometrica, Econometric Society, vol. 75(4), pages 1191-1208, July.
  64. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2003. "Evaluating the impact of education on earnings in the UK: Models, methods and results from the NCDS," IFS Working Papers W03/20, Institute for Fiscal Studies.
  65. Escribano, Alvaro & Guasch, J. Luis, 2005. "Assessing the impact of the investment climate on productivity using firm-level data : methodology and the cases of Guatemala, Honduras, and Nicaragua," Policy Research Working Paper Series 3621, The World Bank.
  66. Douglas Holtz-Eakin & Donald Marples, 2001. "Distortion Costs of Taxing Wealth Accumulation: Income Versus Estate Taxes," NBER Working Papers 8261, National Bureau of Economic Research, Inc.
  67. Olivier Armantier & Soiliou Daw Namaro, 2003. "Prescription Drug Advertising and Patient Compliance: A Physician Agency Approach," Department of Economics Working Papers 03-01, Stony Brook University, Department of Economics.
  68. Rosa L. Matzkin & James Heckman & Lars Nesheim, 2002. "Nonparametric Estimation and Nonadditive Hedonic Models," Working Papers 51, Universidad de San Andres, Departamento de Economia, revised Jun 2002.
  69. Rothe, Christoph, 2009. "Identification of Unconditional Partial Effects in Non Separable Models," TSE Working Papers 09-054, Toulouse School of Economics (TSE).
  70. Arthur Lewbel & Oliver Linton, 2007. "Nonparametric Matching and Efficient Estimators of Homothetically Separable Functions," Econometrica, Econometric Society, vol. 75(4), pages 1209-1227, July.
  71. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
  72. Rothe, Christoph, 2010. "Identification of unconditional partial effects in nonseparable models," Economics Letters, Elsevier, vol. 109(3), pages 171-174, December.
  73. Hausman, Jerry A., 2003. "Triangular structural model specification and estimation with application to causality," Journal of Econometrics, Elsevier, vol. 112(1), pages 107-113, January.
  74. Daniel Parent, 2002. "The Causal Effect of High School Employment on Educational Attainment in Canada," CIRANO Working Papers 2002s-28, CIRANO.
  75. Lingjie Ma & Larry Pohlman, 2008. "Return forecasts and optimal portfolio construction: a quantile regression approach," The European Journal of Finance, Taylor & Francis Journals, vol. 14(5), pages 409-425.
  76. Aassve, Arnstein & Arpino, Bruno, 2008. "Estimation of causal effects of fertility on economic wellbeing: evidence from rural Vietnam," ISER Working Paper Series 2007-27, Institute for Social and Economic Research.
  77. Deborah A. Cobb‐Clark & Thomas Crossley, 2003. "Econometrics for Evaluations: An Introduction to Recent Developments," The Economic Record, The Economic Society of Australia, vol. 79(247), pages 491-511, December.
  78. Peter C.B. Phillips & Liangjun Su, 2009. "Nonparametric Structural Estimation via Continuous Location Shifts in an Endogenous Regressor," Cowles Foundation Discussion Papers 1702, Cowles Foundation for Research in Economics, Yale University.
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