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Semiparametric Estimation Of Selection Models: Some Empirical Results

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  1. Richard Blundell & Howard Reed & Thomas M. Stoker, 2003. "Interpreting Aggregate Wage Growth: The Role of Labor Market Participation," American Economic Review, American Economic Association, vol. 93(4), pages 1114-1131, September.
  2. Astrid Grasdal, 2001. "The performance of sample selection estimators to control for attrition bias," Health Economics, John Wiley & Sons, Ltd., vol. 10(5), pages 385-398, July.
  3. Black, Dan A. & Joo, Joonhwi & LaLonde, Robert & Smith, Jeffrey A. & Taylor, Evan J., 2022. "Simple Tests for Selection: Learning More from Instrumental Variables," Labour Economics, Elsevier, vol. 79(C).
  4. Linton, Oliver & Song, Kyungchul & Whang, Yoon-Jae, 2010. "An improved bootstrap test of stochastic dominance," Journal of Econometrics, Elsevier, vol. 154(2), pages 186-202, February.
  5. Maria Tannuri-Pianto & Donald Pianto, 2004. "Informal employment in Bolivia: A lost proposition?," Econometric Society 2004 Latin American Meetings 149, Econometric Society.
  6. Blundell, Richard & Macurdy, Thomas, 1999. "Labor supply: A review of alternative approaches," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 27, pages 1559-1695, Elsevier.
  7. Fábio Veras Soares, 2004. "Do Informal Workers Queue For Formal Jobs in Brazil ?," Discussion Papers 1021, Instituto de Pesquisa Econômica Aplicada - IPEA.
  8. Huffman, Wallace E. & El-Osta, Hisham, 1997. "Off-Farm Work Participation, Off-Farm Labor Supply and On-Farm Labor Demand of U.S. Farm Operators," ISU General Staff Papers 199712010800001290, Iowa State University, Department of Economics.
  9. Soonae Park & Byung-Yeon Kim & Wonchang Jang & Kyung-Min Nam, 2014. "Imperfect information and labor market bias against small and medium-sized enterprises: a Korean case," Small Business Economics, Springer, vol. 43(3), pages 725-741, October.
  10. Ichimura, Hidehiko & Todd, Petra E., 2007. "Implementing Nonparametric and Semiparametric Estimators," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 74, Elsevier.
  11. Angrist, Joshua D., 1997. "Conditional independence in sample selection models," Economics Letters, Elsevier, vol. 54(2), pages 103-112, February.
  12. Morduch, Jonathan J. & Stern, Hal S., 1997. "Using mixture models to detect sex bias in health outcomes in Bangladesh," Journal of Econometrics, Elsevier, vol. 77(1), pages 259-276, March.
  13. 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.
  14. Ana María Ibañez Londoño & Juan Carlos Muñoz Mora & Philip Verwimp, 2013. "Abandoning Coffee under the Threat of Violence and the Presence of Illicit Crops. Evidence from Colombia," HiCN Working Papers 150, Households in Conflict Network.
  15. Huffman, Sonya Kostova, 1999. "Changes of household consumption behavior during the transition from centrally-planned to market-oriented economy," ISU General Staff Papers 1999010108000013568, Iowa State University, Department of Economics.
  16. Francis Teal & Marcella Vigneri, 2004. "Production Changes In Ghana Cocoa Farming Households Under Market Reforms," Development and Comp Systems 0409062, University Library of Munich, Germany.
  17. Tim Liao, 1995. "The nonrandom selection of don't knows in binary and ordinal responses: Corrections with the bivariate probit model with sample selection," Quality & Quantity: International Journal of Methodology, Springer, vol. 29(1), pages 87-110, February.
  18. Lanot, Gauthier & Walker, Ian, 1998. "The union/non-union wage differential: An application of semi-parametric methods," Journal of Econometrics, Elsevier, vol. 84(2), pages 327-349, June.
  19. Dimitrios Bakas & Theodore Panagiotidis & Gianluigi Pelloni, 2023. "Labor Reallocation and Unemployment Fluctuations: A Tale of Two Tails," Working Paper series 23-07, Rimini Centre for Economic Analysis.
  20. Richard Blundell & Frank Windmeijer, 2000. "Identifying demand for health resources using waiting times information," Health Economics, John Wiley & Sons, Ltd., vol. 9(6), pages 465-474, September.
  21. Atak, Alev & Linton, Oliver & Xiao, Zhijie, 2011. "A semiparametric panel model for unbalanced data with application to climate change in the United Kingdom," Journal of Econometrics, Elsevier, vol. 164(1), pages 92-115, September.
  22. Hiau Joo Kee, 2005. "Glass Ceiling or Sticky Floor? Exploring the Australian Gender Pay Gap using Quantile Regression and Counterfactual Decomposition Methods," CEPR Discussion Papers 487, Centre for Economic Policy Research, Research School of Economics, Australian National University.
  23. Günter Hitsch & Ali Hortaçsu & Dan Ariely, 2010. "What makes you click?—Mate preferences in online dating," Quantitative Marketing and Economics (QME), Springer, vol. 8(4), pages 393-427, December.
  24. Gabriel Montes-Rojas, 2011. "Robust Misspecification Tests for the Heckman's Two-Step Estimator," Econometric Reviews, Taylor & Francis Journals, vol. 30(2), pages 154-172.
  25. Joseph E. Zveglich Jr. & Yana van der Meulen Rodgers & William M. Rodgers III, 1997. "The Persistence of Gender Earnings Inequality in Taiwan, 1978–1992," ILR Review, Cornell University, ILR School, vol. 50(4), pages 594-609, July.
  26. J. B. Engberg & T. Kim, "undated". "Person or Place? Parametric and semiparametric estimates of intrametropolitan earnings variation," Institute for Research on Poverty Discussion Papers 1089-96, University of Wisconsin Institute for Research on Poverty.
  27. Kinge, Jonas Minet & Morris, Stephen, 2014. "Variation in the relationship between BMI and survival by socioeconomic status in Great Britain," Economics & Human Biology, Elsevier, vol. 12(C), pages 67-82.
  28. Juan J. Dolado & Vanesa Llorens, 2004. "Gender Wage Gaps By Education In Spain: Glass Floors Vs. Glass Ceilings," Working Papers wp2004_03, CEMFI.
  29. Scott Schuh & Joanna Stavins, 2013. "How Consumers Pay: Adoption and Use of Payments," Accounting and Finance Research, Sciedu Press, vol. 2(2), pages 1-1, May.
  30. Charlier, G.W.P., 1994. "A smoothed maximum score estimator for the binary choice panel data model with individual fixed effects and applications to labour force participation," Other publications TiSEM 0067a45e-7f33-45dd-89be-0, Tilburg University, School of Economics and Management.
  31. Yiguo Sun & Thanasis Stengos, 2008. "The absolute health income hypothesis revisited: a semiparametric quantile regression approach," Empirical Economics, Springer, vol. 35(2), pages 395-412, September.
  32. Ping Zhang & Arthur van Soest & Xiaodong Gong, 2005. "The effects of the gender of children on expenditure patterns in rural China: a semiparametric analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 509-527.
  33. Ruoyao Shi, 2021. "An Averaging Estimator for Two Step M Estimation in Semiparametric Models," Working Papers 202105, University of California at Riverside, Department of Economics.
  34. Marra, Giampiero & Radice, Rosalba, 2013. "Estimation of a regression spline sample selection model," Computational Statistics & Data Analysis, Elsevier, vol. 61(C), pages 158-173.
  35. Vazquez-Alvarez, R. & Melenberg, B. & van Soest, A.H.O., 1999. "Nonparametric Bounds on the Income Distribution in the Presence of Item Nonresponse," Other publications TiSEM d37fb6a5-2075-42b2-b0b4-5, Tilburg University, School of Economics and Management.
  36. 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.
  37. Romain Houssa, 2004. "Monetary Union in West Africa and Asymmetric Shocks: a Dynamic Structural Factor Model," Working Papers of Department of Economics, Leuven ces0411, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
  38. Jorge Gonzalez Chapela, 2011. "Recreation, home production, and intertemporal substitution of female labor supply: evidence on the intensive margin," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(3), pages 532-548, July.
  39. Pigini Claudia, 2015. "Bivariate Non-Normality in the Sample Selection Model," Journal of Econometric Methods, De Gruyter, vol. 4(1), pages 1-22, January.
  40. Rothstein, Jesse & von Wachter, Till, 2016. "Social Experiments in the Labor Market," Institute for Research on Labor and Employment, Working Paper Series qt6605k20b, Institute of Industrial Relations, UC Berkeley.
  41. Sonia Bhalotra, 2007. "Is Child Work Necessary?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(1), pages 29-55, February.
  42. Metzger, Georg, 2006. "Once bitten, twice shy? The performance of entrepreneurial restarts," ZEW Discussion Papers 06-083, ZEW - Leibniz Centre for European Economic Research.
  43. Gong, Xiaodong & van Soest, Arthur & Zhang, Ping, 2000. "Sexual Bias and Household Consumption: A Semiparametric Analysis of Engel Curves in Rural China," IZA Discussion Papers 212, Institute of Labor Economics (IZA).
  44. Elizabeth Plummer, 2014. "The Effects of Property Tax Protests on the Assessment Uniformity of Residential Properties," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 42(4), pages 900-937, December.
  45. Chen, Susan & van der Klaauw, Wilbert, 2008. "The work disincentive effects of the disability insurance program in the 1990s," Journal of Econometrics, Elsevier, vol. 142(2), pages 757-784, February.
  46. Chen, Heng & Fan, Yanqin & Wu, Jisong, 2014. "A flexible parametric approach for estimating switching regime models and treatment effect parameters," Journal of Econometrics, Elsevier, vol. 181(2), pages 77-91.
  47. Erik Bergkvist & Per Johansson, 2000. "Weighted Derivative Estimation of Quantal Response Models: Simulations and Applications to Choice of Truck Freight Carrier," Computational Statistics, Springer, vol. 15(4), pages 485-510, December.
  48. Thomas Götschi & Beat Hintermann, 2014. "Valuing Public Investments to Support Bicycling," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 150(IV), pages 297-329, December.
  49. Wang, Qihua & Härdle, Wolfgang & Linton, Oliver, 2002. "Semiparametric regression analysis under imputation for missing response data," SFB 373 Discussion Papers 2002,6, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
  50. Vincenzo Andrietti & Vincent Hildebrand, 2001. "Pension Portability and Labour Mobility in the United States. New Evidence from the SIPP Data," CeRP Working Papers 10, Center for Research on Pensions and Welfare Policies, Turin (Italy).
  51. Theodore Joyce, 1994. "Self-Selection, Prenatal Care, and Birthweight among Blacks, Whites, and Hispanics in New York City," Journal of Human Resources, University of Wisconsin Press, vol. 29(3), pages 762-794.
  52. Gerry H. Makepeace & Michael J. Peel, 2013. "Combining information from Heckman and matching estimators: testing and controlling for hidden bias," Economics Bulletin, AccessEcon, vol. 33(3), pages 2422-2436.
  53. Carlos Felipe Balcázar & Lidia Ceriani & Sergio Olivieri & Marco Ranzani, 2017. "Rent‐Imputation for Welfare Measurement: A Review of Methodologies and Empirical Findings," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(4), pages 881-898, December.
  54. Florios, Kostas, 2018. "A hyperplanes intersection simulated annealing algorithm for maximum score estimation," Econometrics and Statistics, Elsevier, vol. 8(C), pages 37-55.
  55. Abramitzky, Ran & Braggion, Fabio, 2006. "Migration and Human Capital: Self-Selection of Indentured Servants to the Americas," The Journal of Economic History, Cambridge University Press, vol. 66(4), pages 882-905, December.
  56. Lee, Myoung-jae & Melenberg, Bertrand, 1998. "Bounding quantiles in sample selection models," Economics Letters, Elsevier, vol. 61(1), pages 29-35, October.
  57. Linton, Oliver, 1995. "Second Order Approximation in the Partially Linear Regression Model," Econometrica, Econometric Society, vol. 63(5), pages 1079-1112, September.
  58. Dolado, Juan J & Llorens, Vanesa, 2004. "Gender Wage Gaps by Education in Spain: Glass Floors versus Glass Ceilings," CEPR Discussion Papers 4203, C.E.P.R. Discussion Papers.
  59. Chib, Siddhartha & Hamilton, Barton H., 2000. "Bayesian analysis of cross-section and clustered data treatment models," Journal of Econometrics, Elsevier, vol. 97(1), pages 25-50, July.
  60. Liang, Che-Yuan, 2012. "Nonparametric structural estimation of labor supply in the presence of censoring," Journal of Public Economics, Elsevier, vol. 96(1), pages 89-103.
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  62. Peter Adams & Michael D. Hurd & Daniel L. McFadden & Angela Merrill & Tiago Ribeiro, 2004. "Healthy, Wealthy, and Wise? Tests for Direct Causal Paths between Health and Socioeconomic Status," NBER Chapters, in: Perspectives on the Economics of Aging, pages 415-526, National Bureau of Economic Research, Inc.
  63. Humphreys, Keith & Phibbs, Ciaran S. & Moos, Rudolf H., 1996. "Addressing self-selection effects in evaluations of mutual help groups and professional mental health services: An introduction to two-stage sample selection models," Evaluation and Program Planning, Elsevier, vol. 19(4), pages 301-308, November.
  64. Victor Aguirregabiria & Alessandro Iaria & Senay Sokullu, 2023. "Identification and Estimation of Demand Models with Endogenous Product Entry and Exit," Working Papers tecipa-755, University of Toronto, Department of Economics.
  65. Ayla Ogus, 2005. "Semiparametric Estimation of the Size of Oil Tanker Spills," Others 0504005, University Library of Munich, Germany.
  66. Daniel A. Powers, 1993. "Endogenous Switching Regression Models with Limited Dependent Variables," Sociological Methods & Research, , vol. 22(2), pages 248-273, November.
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  68. 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.
  69. Nada Eissa, 1995. "Taxation and Labor Supply of Married Women: The Tax Reform Act of 1986 as a Natural Experiment," NBER Working Papers 5023, National Bureau of Economic Research, Inc.
  70. Aydemir, Abdurrahman, 2002. "Effects of Selection Criteria and Economic Opportunities on the Characteristics of Immigrants," Analytical Studies Branch Research Paper Series 2002182e, Statistics Canada, Analytical Studies Branch.
  71. Mario Piacentini, 2008. "Migration Enclaves, Schooling Choices and Social Mobility," Development Working Papers 265, Centro Studi Luca d'Agliano, University of Milano.
  72. Sizhong Sun, 2023. "Firm heterogeneity, worker training and labor productivity: the role of endogenous self-selection," Journal of Productivity Analysis, Springer, vol. 59(2), pages 121-133, April.
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  93. Myoung-jae Lee, 2017. "Extensive and intensive margin effects in sample selection models: racial effects on wages," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 180(3), pages 817-839, June.
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