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A Least Squares Correction for Selectivity Bias

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Cited by:

  1. Frank M. Fossen & Ray Rees & Davud Rostam-Afschar & Viktor Steiner, 2020. "The effects of income taxation on entrepreneurial investment: A puzzle?," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 27(6), pages 1321-1363, December.
  2. Gerlach Knut & Hübler Olaf, 2009. "Employment Adjustments on the Internal and External Labour Market – An Empirical Study with Personnel Records of a German Company," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 229(2-3), pages 198-213, April.
  3. Sergi Jiménez-Martín & José M. Labeaga & Majid al Sadoon, 2020. "Consistent estimation of panel data sample selection models," Working Papers 2020-06, FEDEA.
  4. Christophe Nordman & Faly Rakotomanana & Anne-Sophie Robilliard, 2009. "Gender Disparities in the Malagasy Labour Market," Working Papers DT/2009/08, DIAL (Développement, Institutions et Mondialisation).
  5. Slichter, David, 2020. "Smile: A Simple Diagnostic for Selection on Observables," MPRA Paper 99921, University Library of Munich, Germany.
  6. Angrist, Joshua D., 1997. "Conditional independence in sample selection models," Economics Letters, Elsevier, vol. 54(2), pages 103-112, February.
  7. Patrick Kline & Christopher R. Walters, 2019. "On Heckits, LATE, and Numerical Equivalence," Econometrica, Econometric Society, vol. 87(2), pages 677-696, March.
  8. Vella, F. & Verbeek, M.J.C.M., 1993. "Estimating and interpreting models with endogenous treatment effects : The relationship between competing estimators of the union impact on wages," Other publications TiSEM a987198a-8637-4e15-9bb2-b, Tilburg University, School of Economics and Management.
  9. Hans Ophem & Jacopo Mazza, 2024. "Educational choice, initial wage and wage growth," Empirical Economics, Springer, vol. 67(3), pages 1235-1274, September.
  10. Nicolas Berman & Vincent Rebeyrol & Vincent Vicard, 2019. "Demand Learning and Firm Dynamics: Evidence from Exporters," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 91-106, March.
  11. Rajan, Uday & Seru, Amit & Vig, Vikrant, 2015. "The failure of models that predict failure: Distance, incentives, and defaults," Journal of Financial Economics, Elsevier, vol. 115(2), pages 237-260.
  12. Nina Neubecker & Marcel Smolka & Anne Steinbacher, 2017. "Networks And Selection In International Migration To Spain," Economic Inquiry, Western Economic Association International, vol. 55(3), pages 1265-1286, July.
  13. Heinze, Anja & Beninger, Denis & Beblo, Miriam & Laisney, François, 2003. "Measuring Selectivity-Corrected Gender Wage Gaps in the EU," ZEW Discussion Papers 03-74, ZEW - Leibniz Centre for European Economic Research.
  14. Dan Goldhaber & Cyrus Grout & Nick Huntington-Klein, 2017. "Screen Twice, Cut Once: Assessing the Predictive Validity of Applicant Selection Tools," Education Finance and Policy, MIT Press, vol. 12(2), pages 197-223, Spring.
  15. Gérard Lassibille, 2001. "Earnings distribution among Spanish engineers : research vs. non-research occupations," Post-Print halshs-01266324, HAL.
  16. Günther, Isabel & Launov, Andrey, 2012. "Informal employment in developing countries," Journal of Development Economics, Elsevier, vol. 97(1), pages 88-98.
  17. Pigini Claudia, 2015. "Bivariate Non-Normality in the Sample Selection Model," Journal of Econometric Methods, De Gruyter, vol. 4(1), pages 123-144, January.
  18. Craig, Steven G. & Hardee, Pauline, 2007. "The impact of bank consolidation on small business credit availability," Journal of Banking & Finance, Elsevier, vol. 31(4), pages 1237-1263, April.
  19. Manuel Jaen & Agustin Molina, 1994. "Un análisis empírico de la tenencia y demanda de vivienda en Andalucía," Investigaciones Economicas, Fundación SEPI, vol. 18(1), pages 143-164, January.
  20. Douglas Massey & Nancy Denton, 1989. "Hypersegregation in U.S. Metropolitan Areas: Black and Hispanic Segregation Along Five Dimensions," Demography, Springer;Population Association of America (PAA), vol. 26(3), pages 373-391, August.
  21. Tymon S{l}oczy'nski, 2018. "Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights," Papers 1810.01576, arXiv.org, revised May 2020.
  22. Yamada, Ken, 2011. "Labor supply responses to the 1990s Japanese tax reforms," Labour Economics, Elsevier, vol. 18(4), pages 539-546, August.
  23. Tymon Sloczynski, 2018. "A General Weighted Average Representation of the Ordinary and Two-Stage Least Squares Estimands," Working Papers 125, Brandeis University, Department of Economics and International Business School.
  24. Polachek, Solomon W., 2008. "Earnings Over the Life Cycle: The Mincer Earnings Function and Its Applications," Foundations and Trends(R) in Microeconomics, now publishers, vol. 4(3), pages 165-272, April.
  25. Pitt, Mark M. & Rosenzweig, Mark R., 1989. "The Selectivity of Fertility and the Determinants of Human Capital Investments: Parametric and Semi-Parametric Estimates," Bulletins 7511, University of Minnesota, Economic Development Center.
  26. Patrick Puhani, 2000. "The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
  27. Chadi, Adrian, 2021. "Identification of attrition bias using different types of panel refreshments," Economics Letters, Elsevier, vol. 201(C).
  28. Verbeek, M.J.C.M. & Nijman, T.E., 1992. "Incomplete panels and selection bias : A survey," Discussion Paper 1992-7, Tilburg University, Center for Economic Research.
  29. Steven J. Haider & Melvin Stephens Jr., 2020. "Correcting for Misclassified Binary Regressors Using Instrumental Variables," NBER Working Papers 27797, National Bureau of Economic Research, Inc.
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  31. Steven Craig & Robert P. Inman, 1986. "Education, Welfare and the "New" Federalism: State Budgeting in a Federalist Public Economy," NBER Chapters, in: Studies in State and Local Public Finance, pages 187-228, National Bureau of Economic Research, Inc.
  32. Zhao, Shangwei & Xie, Tian & Ai, Xin & Yang, Guangren & Zhang, Xinyu, 2023. "Correcting sample selection bias with model averaging for consumer demand forecasting," Economic Modelling, Elsevier, vol. 123(C).
  33. Tauchmann Harald & Wübker Ansgar, 2023. "Weight Loss and Sexual Activity in Adult Obese Individuals: Establishing a Causal Link," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 243(6), pages 663-698, December.
  34. Amanda E Kowalski, 2023. "Behaviour within a Clinical Trial and Implications for Mammography Guidelines," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(1), pages 432-462.
  35. Caio Waisman & Brett R. Gordon, 2023. "Multi-cell experiments for marginal treatment effect estimation of digital ads," Papers 2302.13857, arXiv.org, revised Jan 2024.
  36. Fossen, Frank M. & Rees, Ray & Rostam-Afschar, Davud & Steiner, Viktor, 2017. "How do entrepreneurial portfolios respond to income taxation?," Hohenheim Discussion Papers in Business, Economics and Social Sciences 12-2017, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
  37. Pramila Crivelli & Jasmin Groeschl, 2016. "The Impact of Sanitary and Phytosanitary Measures on Market Entry and Trade Flows," The World Economy, Wiley Blackwell, vol. 39(3), pages 444-473, March.
  38. Patrick Kline & Christopher R. Walters, 2016. "Evaluating Public Programs with Close Substitutes: The Case of HeadStart," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1795-1848.
  39. Redha Fares & Amélie Guillin, 2022. "R&D expenditures and firm survival," Erudite Working Paper 2022-04, Erudite.
  40. Eric Jensen, 1985. "Desired fertility, the “up to god” response, and sample selection bias," Demography, Springer;Population Association of America (PAA), vol. 22(3), pages 445-454, August.
  41. Wu, I-Ding & Hand, David J., 2007. "Handling selection bias when choosing actions in retail credit applications," European Journal of Operational Research, Elsevier, vol. 183(3), pages 1560-1568, December.
  42. Sanders Korenman & David Neumark, 1992. "Marriage, Motherhood, and Wages," Journal of Human Resources, University of Wisconsin Press, vol. 27(2), pages 233-255.
  43. Takashi Yamagata & Chris Orme, 2005. "On Testing Sample Selection Bias Under the Multicollinearity Problem," Econometric Reviews, Taylor & Francis Journals, vol. 24(4), pages 467-481.
  44. M. Genius & E. Strazzera, 2003. "The copula approach of sampling selection modelling: an application to the recreational value of forests," Working Paper CRENoS 200308, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
  45. Huffman, Wallace E. & Lange, Mark D., 1982. "Farm Size, Farm Labor, and Off-Farm Labor: A Simultaneous Estimation," 1982 Annual Meeting, August 1-4, Logan, Utah 279464, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  46. Mundaca, B. Gabriela, 2001. "Central bank interventions and exchange rate band regimes," Journal of International Money and Finance, Elsevier, vol. 20(5), pages 677-700, October.
  47. Launov, Andrey & Günther, Isabel, 2006. "Competitive and Segmented Informal Labor Markets," Proceedings of the German Development Economics Conference, Berlin 2006 16, Verein für Socialpolitik, Research Committee Development Economics.
  48. Maggie Xiaoyang Chen & Aaditya Mattoo, 2008. "Regionalism in standards: good or bad for trade?," Canadian Journal of Economics, Canadian Economics Association, vol. 41(3), pages 838-863, August.
  49. Duo Qin & Sophie van H¸llen & Qing-Chao Wang, 2014. "What Happens to Wage Elasticities When We Strip Playometrics? Revisiting Married Women Labour Supply Model," Working Papers 190, Department of Economics, SOAS University of London, UK.
  50. Hall, Bronwyn H, 1987. "The Relationship between Firm Size and Firm Growth in the U.S. Manufacturing Sector," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 583-606, June.
  51. Ana Fernandez Sainz & Juan Rodriguez-Poo & Inmaculada Villanua Martin, 2002. "Finite sample behavior of two step estimators in selection models," Computational Statistics, Springer, vol. 17(1), pages 1-16, March.
  52. Joshua Angrist & Ivan Fernandez-Val, 2010. "ExtrapoLATE-ing: External Validity and Overidentification in the LATE Framework," NBER Working Papers 16566, National Bureau of Economic Research, Inc.
  53. Rosenzweig, Mark R. & Wolpin, Kenneth I., 1988. "Migration selectivity and the effects of public programs," Journal of Public Economics, Elsevier, vol. 37(3), pages 265-289, December.
  54. E. Michael Foster & Leonard Bickman, 1996. "An Evaluator's Guide To Detecting Attrition Problems," Evaluation Review, , vol. 20(6), pages 695-723, December.
  55. Barrios, Javier A., 2004. "Generalized sample selection bias correction under RUM," Economics Letters, Elsevier, vol. 85(1), pages 129-132, October.
  56. Pekkarinen, Tuomas & Uusitalo, Roope, 2012. "Aging and Productivity: Evidence from Piece Rates," IZA Discussion Papers 6909, Institute of Labor Economics (IZA).
  57. Giambona, Erasmo & Golec, Joseph, 2010. "Strategic trading in the wrong direction by a large institutional insider," Journal of Empirical Finance, Elsevier, vol. 17(1), pages 1-22, January.
  58. David Marmet, 2004. "Growth of New Firms: Which Factors Influence Post-Entry Performance? An Empirical Analysis Based on Swiss Firm Data," KOF Working papers 04-97, KOF Swiss Economic Institute, ETH Zurich.
  59. Craig, Steven G. & Howard, Larry L., 2014. "Is Medicaid crowding out other state government expenditure? Internal financing and cross-program substitution," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 164-178.
  60. Frank A. Sloan, 1984. "State Discretion in Ftderal Categorical Assistance Programs: the Case of Medicaid," Public Finance Review, , vol. 12(3), pages 321-346, July.
  61. Verbeek, M.J.C.M. & Nijman, T.E., 1992. "Incomplete panels and selection bias : A survey," Other publications TiSEM 65401dae-613b-4e10-a8ae-c, Tilburg University, School of Economics and Management.
  62. Claudia PIGINI, 2012. "Of Butterflies and Caterpillars: Bivariate Normality in the Sample Selection Model," Working Papers 377, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  63. Hasebe, Takuya & Vijverberg, Wim P., 2012. "A Flexible Sample Selection Model: A GTL-Copula Approach," IZA Discussion Papers 7003, Institute of Labor Economics (IZA).
  64. Kenneth G. Willis & Stephen Malpezzi & A. Graham Tipple, 1990. "An Econometric and Cultural Analysis of Rent Control in Kumasi, Ghana," Urban Studies, Urban Studies Journal Limited, vol. 27(2), pages 241-257, April.
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  66. Wesley R. Hartmann, 2006. "—Comment on Structural Modeling in Marketing: Review and Assessment," Marketing Science, INFORMS, vol. 25(6), pages 620-621, 11-12.
  67. Liu, Ruixuan & Yu, Zhengfei, 2022. "Sample selection models with monotone control functions," Journal of Econometrics, Elsevier, vol. 226(2), pages 321-342.
  68. Duo Qin & Sophie Van Huellen & Qing-Chao Wang, 2015. "How Credible Are Shrinking Wage Elasticities of Married Women Labour Supply?," Econometrics, MDPI, vol. 4(1), pages 1-31, December.
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  70. Heckman, James J., 2010. "The Assumptions Underlying Evaluation Estimators," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 30(2), December.
  71. Chung, Bobby W., 2020. "Peers’ parents and educational attainment: The exposure effect," Labour Economics, Elsevier, vol. 64(C).
  72. Christopher Bollinger & James P. Ziliak & Kenneth R. Troske, 2011. "Down from the Mountain: Skill Upgrading and Wages in Appalachia," Journal of Labor Economics, University of Chicago Press, vol. 29(4), pages 819-857.
  73. Inkmann, Joachim, 2000. "Horizontal and Vertical R&D Cooperation," CoFE Discussion Papers 00/02, University of Konstanz, Center of Finance and Econometrics (CoFE).
  74. Mark Pennington & Manuel Gomes & Cam Donaldson, 2017. "Handling Protest Responses in Contingent Valuation Surveys," Medical Decision Making, , vol. 37(6), pages 623-634, August.
  75. Lassibille, Gerard, 2001. "Earnings distribution among Spanish engineers: research vs. non-research occupations," Research Policy, Elsevier, vol. 30(4), pages 673-680, April.
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