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Semiparametric Estimation of Selection Models: Some Empirical Results

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Cited by:

  1. Angrist, Joshua D., 1997. "Conditional independence in sample selection models," Economics Letters, Elsevier, vol. 54(2), pages 103-112, February.
  2. William C. Horrace & Hyunseok Jung & Shane Sanders, 2022. "Network Competition and Team Chemistry in the NBA," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(1), pages 35-49, January.
  3. 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.
  4. 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).
  5. John A. Bishop & John P. Formby & Paul D. Thistle, 1999. "Mitigating Earnings Imputation Bias: Evidence from the CPS," Working Papers 9914, East Carolina University, Department of Economics.
  6. 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.
  7. 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.
  8. Vazquez-Alvarez, R. & Melenberg, B. & van Soest, A.H.O., 1999. "Nonparametric Bounds on the Income Distribution in the Presence of Item Nonresponse," Discussion Paper 1999-33, Tilburg University, Center for Economic Research.
  9. 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.
  10. 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.
  11. 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).
  12. 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.
  13. 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.
  14. Hatice Parlakçı Doğan & Mustafa Hakkı Aydoğdu & Mehmet Reşit Sevinç & Mehmet Cançelik, 2020. "Farmers’ Willingness to Pay for Services to Ensure Sustainable Agricultural Income in the GAP-Harran Plain, Şanlıurfa, Turkey," Agriculture, MDPI, vol. 10(5), pages 1-16, May.
  15. Devereux, Michael P. & Lanot, Gauthier, 2003. "Measuring tax incidence: an application to mortgage provision in the UK," Journal of Public Economics, Elsevier, vol. 87(7-8), pages 1747-1778, August.
  16. 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.
  17. 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.
  18. Francis Teal & Marcella Vigneri, 2004. "Production changes in ghana cocoa farming households under market reforms," CSAE Working Paper Series 2004-16, Centre for the Study of African Economies, University of Oxford.
  19. Maria Tannuri-Pianto & Donald Pianto, 2004. "Informal employment in Bolivia: A lost proposition?," Econometric Society 2004 Latin American Meetings 149, Econometric Society.
  20. Florios, Kostas, 2018. "A hyperplanes intersection simulated annealing algorithm for maximum score estimation," Econometrics and Statistics, Elsevier, vol. 8(C), pages 37-55.
  21. Schafgans, Marcia M. A., 2000. "Gender wage differences in Malaysia: parametric and semiparametric estimation," Journal of Development Economics, Elsevier, vol. 63(2), pages 351-378, December.
  22. 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.
  23. 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.
  24. Fábio Veras Soares, 2004. "Do Informal Workers Queue For Formal Jobs in Brazil ?," Discussion Papers 1021, Instituto de Pesquisa Econômica Aplicada - IPEA.
  25. 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.
  26. 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.
  27. 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.
  28. Rothstein, Jesse & Von Wachter, Till, 2016. "Social Experiments in the Labor Market," Department of Economics, Working Paper Series qt7957p9g6, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
  29. Linton, Oliver, 1995. "Second Order Approximation in the Partially Linear Regression Model," Econometrica, Econometric Society, vol. 63(5), pages 1079-1112, September.
  30. Qi-Hua Wang, 2009. "Statistical estimation in partial linear models with covariate data missing at random," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 61(1), pages 47-84, March.
  31. 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.
  32. Erik Bergkvist, 2001. "The value of time and forecasting of flowsin freight transportation," ERSA conference papers ersa01p271, European Regional Science Association.
  33. Szalontai, Gabor, 2006. "The demand for sleep: A South African study," Economic Modelling, Elsevier, vol. 23(5), pages 854-874, September.
  34. 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.
  35. John T. Addison & Paulino Teixeira, 2005. "The Effect of Works Councils on Employment Change," GEMF Working Papers 2005-06, GEMF, Faculty of Economics, University of Coimbra.
  36. 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.
  37. Juan J. Dolado & Vanesa Llorens, 2004. "Gender Wage Gaps by Education in Spain: Glass Floors Vs. Glass Ceilings," Working Papers wp2004_0403, CEMFI.
  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. 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.
  40. 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.
  41. Thom Malone & Christian L. Redfearn, 2022. "To measure globally, aggregate locally: Urban land, submarkets, and biased estimates of the housing stock," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(3), pages 656-671, September.
  42. Jonathan A. Cook & Saad Siddiqui, 2020. "Random forests and selected samples," Bulletin of Economic Research, Wiley Blackwell, vol. 72(3), pages 272-287, July.
  43. Farrell, Lisa & Walker, Ian, 1999. "The welfare effects of lotto: evidence from the UK," Journal of Public Economics, Elsevier, vol. 72(1), pages 99-120, April.
  44. 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," Discussion Paper 1994-81, Tilburg University, Center for Economic Research.
  45. Donald, Stephen G., 1995. "Two-step estimation of heteroskedastic sample selection models," Journal of Econometrics, Elsevier, vol. 65(2), pages 347-380, February.
  46. Denis Conniffe & Vanessa Gash & Philip J. O'Connell, 2000. "Evaluating State Programmes - “Natural Experiments” and Propensity Scores," The Economic and Social Review, Economic and Social Studies, vol. 31(4), pages 283-308.
  47. 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.
  48. 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.
  49. Lee, Myoung-jae & Melenberg, Bertrand, 1998. "Bounding quantiles in sample selection models," Economics Letters, Elsevier, vol. 61(1), pages 29-35, October.
  50. 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.
  51. 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.
  52. Hongyu Wang & Xiaolei Wang & Apurbo Sarkar & Fuhong Zhang, 2021. "How Capital Endowment and Ecological Cognition Affect Environment-Friendly Technology Adoption: A Case of Apple Farmers of Shandong Province, China," IJERPH, MDPI, vol. 18(14), pages 1-16, July.
  53. repec:wvu:wpaper:10-11 is not listed on IDEAS
  54. Mark McGovern & David Canning & Till Bärnighausen, 2018. "Accounting for Non-Response Bias using Participation Incentives and Survey Design," CHaRMS Working Papers 18-02, Centre for HeAlth Research at the Management School (CHaRMS).
  55. 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.
  56. Gong, X. & van Soest, A.H.O. & Zhang, P., 2000. "Sexual Bias and Household Consumption : A Semiparametic Analysis of Engel curves in Rural China," Other publications TiSEM 896cf4d1-37e5-490b-9e05-4, Tilburg University, School of Economics and Management.
  57. 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.
  58. 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.
  59. Myoung‐jae Lee & Jin‐young Choi, 2022. "Finding mover–stayer quantile difference due to unobservables using quantile selection corrections," Bulletin of Economic Research, Wiley Blackwell, vol. 74(3), pages 704-721, July.
  60. James E. Prieger, "undated". "A Generalized Parametric Selection Model for Non-Normal Data," Department of Economics 00-09, California Davis - Department of Economics.
  61. 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.
  62. Hsiao, Cheng & Sun, Bao-Hong, 1998. "Modeling survey response bias - with an analysis of the demand for an advanced electronic device," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 15-39, November.
  63. Guilhem Bascle, 2008. "Controlling for endogeneity with instrumental variables in strategic management research," Post-Print hal-00576795, HAL.
  64. Joo, Joonhwi & LaLonde, Robert J., 2014. "Testing for Selection Bias," IZA Discussion Papers 8455, Institute of Labor Economics (IZA).
  65. 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.
  66. 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.
  67. 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.
  68. 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.
  69. repec:hal:journl:peer-00844810 is not listed on IDEAS
  70. 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.
  71. 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.
  72. 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.
  73. Francis Teal & Marcella Vigneri, 2004. "Production changes in ghana cocoa farming households under market reforms," Economics Series Working Papers WPS/2004-16, University of Oxford, Department of Economics.
  74. James E. Prieger, "undated". "A Generalized Parametric Selection Model for Non-Normal Data," Department of Economics 00-09, California Davis - Department of Economics.
  75. repec:cty:dpaper:08/01 is not listed on IDEAS
  76. 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.
  77. 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.
  78. 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.
  79. 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.
  80. 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.
  81. Ayla Ogus, 2005. "Semiparametric Estimation of the Size of Oil Tanker Spills," Others 0504005, University Library of Munich, Germany.
  82. Juan J. Dolado & Vanesa Llorens, 2004. "Gender Wage Gaps By Education In Spain: Glass Floors Vs. Glass Ceilings," Working Papers wp2004_03, CEMFI.
  83. Daniel A. Powers, 1993. "Endogenous Switching Regression Models with Limited Dependent Variables," Sociological Methods & Research, , vol. 22(2), pages 248-273, November.
  84. Martin Huber & Blaise Melly, 2012. "A test of the conditional independence assumption in sample selection models," Working Papers 2012-11, Brown University, Department of Economics.
  85. 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.
  86. Andrés Romeu & Marcos Vera-Hernández, 2005. "Counts with an endogenous binary regressor: A series expansion approach," Econometrics Journal, Royal Economic Society, vol. 8(1), pages 1-22, March.
  87. Andrietti, Vincenzo, 2000. "Occupational pensions and interfirm job mobility in the European Union. Evidence from the ECHP survey," ISER Working Paper Series 2000-07, Institute for Social and Economic Research.
  88. Mroz, Thomas A., 1999. "Discrete factor approximations in simultaneous equation models: Estimating the impact of a dummy endogenous variable on a continuous outcome," Journal of Econometrics, Elsevier, vol. 92(2), pages 233-274, October.
  89. 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.
  90. M. Christopher Auld, 2002. "Disentangling the effects of morbidity and life expectancy on labor market outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 11(6), pages 471-483, September.
  91. Giovanni Mellace & Roberto Rocci, 2011. "Principal Stratification in sample selection problems with non normal error terms," CEIS Research Paper 194, Tor Vergata University, CEIS, revised 02 May 2011.
  92. 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.
  93. 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.
  94. 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.
  95. Monazza Aslam, 2003. "The Determinants of Student Achievement in Government and Private Schools in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 42(4), pages 841-876.
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  97. Mario Piacentini, 2008. "Migration Enclaves, Schooling Choices and Social Mobility," Development Working Papers 265, Centro Studi Luca d'Agliano, University of Milano.
  98. Leung, Siu Fai & Yu, Shihti, 1996. "On the choice between sample selection and two-part models," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 197-229.
  99. 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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  105. Marra, Giampiero & Radice, Rosalba, 2013. "Estimation of a regression spline sample selection model," Computational Statistics & Data Analysis, Elsevier, vol. 61(C), pages 158-173.
  106. Sonia Bhalotra & Claudia Sanhueza, 2004. "Parametric and Semi-parametric Estimations of the Return to Schooling in South Africa," Econometric Society 2004 Latin American Meetings 294, Econometric Society.
  107. 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.
  108. Verbeek, M.J.C.M. & Nijman, T.E., 1993. "Incomplete panels and selection bias : A survey," Other publications TiSEM 08061352-957b-4f56-b303-9, Tilburg University, School of Economics and Management.
  109. 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.
  110. Kyungchul Song, 2009. "Two-Step Extremum Estimation with Estimated Single-Indices," PIER Working Paper Archive 09-012, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  111. Pigini Claudia, 2015. "Bivariate Non-Normality in the Sample Selection Model," Journal of Econometric Methods, De Gruyter, vol. 4(1), pages 1-22, January.
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  125. Young-Min Ju & Myoung-Jae Lee, 2017. "Control Function Approach for Partly Ordered Endogenous Treatments: Military Rank Premium in Wage," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(6), pages 1176-1194, December.
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  128. Vazquez-Alvarez, R., 2001. "A nonparametric approach to the sample selection problem in survey data," Other publications TiSEM 45870f3f-60db-40c3-83ef-5, Tilburg University, School of Economics and Management.
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  130. 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.
  131. Song, Kyungchul, 2014. "Semiparametric models with single-index nuisance parameters," Journal of Econometrics, Elsevier, vol. 178(P3), pages 471-483.
  132. Pudney, Stephen & Shields, Michael A., 1999. "Gender and Racial Discrimination in Pay and Promotion for NHS Nurses," IZA Discussion Papers 85, Institute of Labor Economics (IZA).
  133. 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.
  134. Kenneth Y. Chay & James L. Powell, 2001. "Semiparametric Censored Regression Models," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 29-42, Fall.
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