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Some Approaches to the Correction of Selectivity Bias

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  1. Wegayehu Fitawek & Sheryl L. Hendriks, 2021. "Evaluating the Impact of Large-Scale Agricultural Investments on Household Food Security Using an Endogenous Switching Regression Model," Land, MDPI, vol. 10(3), pages 1-19, March.
  2. Jeetendra P. Aryal & Arun Khatri‐Chhetri & Tek B. Sapkota & Dil B. Rahut & Olaf Erenstein, 2020. "Adoption and economic impacts of laser land leveling in the irrigated rice‐wheat system in Haryana, India using endogenous switching regression," Natural Resources Forum, Blackwell Publishing, vol. 44(3), pages 255-273, August.
  3. Clougherty, Joseph A. & Duso, Tomaso & Muck, Johannes, 2016. "Correcting for Self-selection Based Endogeneity in Management Research: Review, Recommendations and Simulations," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 19, pages 286-347.
  4. Chen, Songnian, 1997. "Semiparametric estimation of the Type-3 Tobit model," Journal of Econometrics, Elsevier, vol. 80(1), pages 1-34, September.
  5. Qingyan Shang & Lung-fei Lee, 2011. "Two-Step Estimation of Endogenous and Exogenous Group Effects," Econometric Reviews, Taylor & Francis Journals, vol. 30(2), pages 173-207.
  6. 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.
  7. Nsabimana, Aimable, 2021. "Is change worth it? The effects of adopting modern agricultural inputs on household welfare in Rwanda," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 16(3), September.
  8. James Heckman & Justin L. Tobias & Edward Vytlacil, 2001. "Four Parameters of Interest in the Evaluation of Social Programs," Southern Economic Journal, John Wiley & Sons, vol. 68(2), pages 210-223, October.
  9. Angrist, Joshua D., 1997. "Conditional independence in sample selection models," Economics Letters, Elsevier, vol. 54(2), pages 103-112, February.
  10. Jianfu Shen & Frederik Pretorius & Xin Li, 2019. "Does Joint Bidding Reduce Competition? Evidence from Hong Kong Land Auctions," The Journal of Real Estate Finance and Economics, Springer, vol. 58(1), pages 111-132, January.
  11. Jacopo Mazza & Hans van Ophem, 2020. "Educational Choice, Initial Wage and Wage Growth," Tinbergen Institute Discussion Papers 20-030/III, Tinbergen Institute.
  12. Stevenson, Simon & Young, James & Gurdgiev, Constantin, 2010. "A comparison of the appraisal process for auction and private treaty residential sales," Journal of Housing Economics, Elsevier, vol. 19(2), pages 145-154, June.
  13. Eugenio Miravete, 2014. "Testing for complementarities among countable strategies," Empirical Economics, Springer, vol. 46(4), pages 1521-1544, June.
  14. Patrick Kline & Christopher R. Walters, 2019. "On Heckits, LATE, and Numerical Equivalence," Econometrica, Econometric Society, vol. 87(2), pages 677-696, March.
  15. 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.
  16. Stephen Buschbom & Carolyn Dehring & Neil Dunse & Henry Munneke, 2018. "Sealed-Bid Auctions and Fixed Price Sales: Seller Choice in Housing Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 56(4), pages 525-545, May.
  17. Bernadette Power & Gavin C Reid, 2003. "Turbulence, Flexibility and Performance of the Long-lived Small Firm," Tinbergen Institute Discussion Papers 03-039/3, Tinbergen Institute.
  18. Henry J. Munneke & Joseph T. L. Ooi & C. F. Sirmans & Geoffrey K. Turnbull, 2019. "Testing for Price Anomalies in Sequential Sales," The Journal of Real Estate Finance and Economics, Springer, vol. 58(4), pages 517-543, May.
  19. Bhat, Chandra R. & Eluru, Naveen, 2009. "A copula-based approach to accommodate residential self-selection effects in travel behavior modeling," Transportation Research Part B: Methodological, Elsevier, vol. 43(7), pages 749-765, August.
  20. Dustmann, Christian & Kirchkamp, Oliver, 2002. "The optimal migration duration and activity choice after re-migration," Journal of Development Economics, Elsevier, vol. 67(2), pages 351-372, April.
  21. repec:dgr:rugsom:98b19 is not listed on IDEAS
  22. Victor Chernozhukov & Iv'an Fern'andez-Val & Siyi Luo, 2018. "Distribution Regression with Sample Selection, with an Application to Wage Decompositions in the UK," Papers 1811.11603, arXiv.org, revised Dec 2023.
  23. Bahta, Y. & Owusu-Sekyeer, E., 2018. "Nexus between homestead food garden programme and land ownership in South Africa: Implication on the income of vegetable farmers," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277732, International Association of Agricultural Economists.
  24. Sari Pekkala, 2002. "Migration and Individual Earnings in Finland: A Regional Perspective," Regional Studies, Taylor & Francis Journals, vol. 36(1), pages 13-24.
  25. Abate, Megersa & de Jong, Gerard, 2014. "The optimal shipment size and truck size choice – The allocation of trucks across hauls," Transportation Research Part A: Policy and Practice, Elsevier, vol. 59(C), pages 262-277.
  26. Augustin Coulon & Matloob Piracha, 2005. "Self-selection and the performance of return migrants: the source country perspective," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(4), pages 779-807, November.
  27. Pradhan, Menno & van Soest, Arthur, 1995. "Formal and informal sector employment in urban areas of Bolivia," Labour Economics, Elsevier, vol. 2(3), pages 275-297, September.
  28. Falaris, Evangelos M., 2004. "Private and public sector wages in Bulgaria," Journal of Comparative Economics, Elsevier, vol. 32(1), pages 56-72, March.
  29. 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.
  30. Constantine, J.M., 1994. "Measuring the Effect of Attending Historically Black Colleges and Universities on Future Wages of Black Students," Williams Project on the Economics of Higher Education DP-30, Department of Economics, Williams College.
  31. Aseres Mamo Eshetie & Eunice Matafwali & Gershom Endelani Mwalupaso & Jie Li & Aijun Liu, 2022. "Nexus of Cash Crop Production Using Improved Varieties and Household Food Security," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(4), pages 1803-1830, August.
  32. Chen, Xiaohong & Fan, Yanqin & Tsyrennikov, Viktor, 2006. "Efficient Estimation of Semiparametric Multivariate Copula Models," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 1228-1240, September.
  33. Schafgans, Marcia M.A. & Zinde-Walsh, Victoria, 2002. "On Intercept Estimation In The Sample Selection Model," Econometric Theory, Cambridge University Press, vol. 18(1), pages 40-50, February.
  34. Katrin Hussinger, 2008. "R&D and subsidies at the firm level: an application of parametric and semiparametric two-step selection models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(6), pages 729-747.
  35. 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.
  36. van Soest, A.H.O. & Fontein, P.F. & Euwals, R.W., 1996. "Earnings Capacity and Labour Market Participation," Discussion Paper 1996-57, Tilburg University, Center for Economic Research.
  37. 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.
  38. Marcia M. A. Schafgans, 2000. "On Intercept Estimation in the Sample Selection Model," Econometric Society World Congress 2000 Contributed Papers 0730, Econometric Society.
  39. 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.
  40. Jeffrey T. Macher, 2006. "Technological Development and the Boundaries of the Firm: A Knowledge-Based Examination in Semiconductor Manufacturing," Management Science, INFORMS, vol. 52(6), pages 826-843, June.
  41. Marco Casari & John C. Ham & John H. Kagel, 2007. "Selection Bias, Demographic Effects, and Ability Effects in Common Value Auction Experiments," American Economic Review, American Economic Association, vol. 97(4), pages 1278-1304, September.
  42. Kamhon Kan & Yen-Ling Lin, 2009. "The labor market effects of national health insurance: evidence from Taiwan," Journal of Population Economics, Springer;European Society for Population Economics, vol. 22(2), pages 311-350, April.
  43. Nicos Nicolaou & Sue Birley, 2003. "Social Networks in Organizational Emergence: The University Spinout Phenomenon," Management Science, INFORMS, vol. 49(12), pages 1702-1725, December.
  44. Thi Quynh Trang Do & Gérard Duchêne, 2007. "Determinants of self-employment : the case in Vietnam," Post-Print halshs-00281588, HAL.
  45. Christian Hopp & Christian Lukas, 2014. "Evaluation frequency and evaluator’s experience: the case of venture capital investment firms and monitoring intensity in stage financing," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 18(2), pages 649-674, May.
  46. Awudu Abdulai & Wallace Huffman, 2014. "The Adoption and Impact of Soil and Water Conservation Technology: An Endogenous Switching Regression Application," Land Economics, University of Wisconsin Press, vol. 90(1), pages 26-43.
  47. Vossen, Robert W., 1998. "Strategic and tactical decisions, sunk costs and firm size effects in R&D," Research Report 98B19, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  48. Colwell, Peter F. & Munneke, Henry J., 1997. "The Structure of Urban Land Prices," Journal of Urban Economics, Elsevier, vol. 41(3), pages 321-336, May.
  49. Stern, Steven, 1996. "Semiparametric estimates of the supply and demand effects of disability on labor force participation," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 49-70.
  50. Sawada Yasuyuki & Sugawara Shinya & Shoji Masahiro & Shinkai Naoko, 2014. "The Role of Infrastructure in Mitigating Poverty Dynamics: The Case of an Irrigation Project in Sri Lanka," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 14(3), pages 1-28, July.
  51. Atanasov, Vladimir, 2005. "How much value can blockholders tunnel? Evidence from the Bulgarian mass privatization auctions," Journal of Financial Economics, Elsevier, vol. 76(1), pages 191-234, April.
  52. Wang, Wen & Lien, Donald, 2018. "Union membership, union coverage and wage dispersion of rural migrants: Evidence from Suzhou industrial sector," China Economic Review, Elsevier, vol. 49(C), pages 96-113.
  53. Hall, Bronwyn H. & Oriani, Raffaele, 2006. "Does the market value R&D investment by European firms? Evidence from a panel of manufacturing firms in France, Germany, and Italy," International Journal of Industrial Organization, Elsevier, vol. 24(5), pages 971-993, September.
  54. Munneke, Henry J., 2005. "Dynamics of the urban zoning structure: An empirical investigation of zoning change," Journal of Urban Economics, Elsevier, vol. 58(3), pages 455-473, November.
  55. Kamel Jedidi & Carl F. Mela & Sunil Gupta, 1999. "Managing Advertising and Promotion for Long-Run Profitability," Marketing Science, INFORMS, vol. 18(1), pages 1-22.
  56. 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.
  57. François Bourguignon & Martin Fournier & Marc Gurgand, 2007. "Selection Bias Corrections Based On The Multinomial Logit Model: Monte Carlo Comparisons," Journal of Economic Surveys, Wiley Blackwell, vol. 21(1), pages 174-205, February.
  58. Vincent Ngeno, 2017. "The Impact of Adoption of Recommended Tea Plucking Interval on Tea Yields in Kenya," Agrekon, Taylor & Francis Journals, vol. 56(3), pages 290-295, July.
  59. Wang, Wen & Li, Qiang & Lien, Donald, 2016. "Human capital, political capital, and off-farm occupational choices in rural China," International Review of Economics & Finance, Elsevier, vol. 42(C), pages 412-422.
  60. Alain Carpentier & Céline Nauges & Arnaud Reynaud & Alban Thomas, 2006. "Effets de la délégation sur le prix de l'eau potable en France. Une analyse à partir de la littérature sur les « effets de traitement »," Economie & Prévision, La Documentation Française, vol. 0(3), pages 1-19.
  61. Rachel Weber & Saurav Dev Bhatta & David Merriman, 2003. "Does Tax Increment Financing Raise Urban Industrial Property Values?," Urban Studies, Urban Studies Journal Limited, vol. 40(10), pages 2001-2021, September.
  62. Joseph Clougherty & Tomaso Duso, 2015. "Correcting for Self-Selection Based Endogeneity in Management Research: A Review and Empirical Demonstration," Discussion Papers of DIW Berlin 1465, DIW Berlin, German Institute for Economic Research.
  63. Tansel, Avsit, 2005. "Public-Private Employment Choice, Wage Differentials, and Gender in Turkey," Economic Development and Cultural Change, University of Chicago Press, vol. 53(2), pages 453-477, January.
  64. Cheti Nicoletti & Marco Francesconi, 2006. "Intergenerational mobility and sample selection in short panels," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(8), pages 1265-1293.
  65. William Bentley MacLeod & Daniel Parent, 1998. "Job Characteristics and the Form of Compensation," CIRANO Working Papers 98s-08, CIRANO.
  66. Andreas Tsakiridis & Michael Wallace & James Breen & Cathal O'Donoghue & Kevin Hanrahan, 2021. "Beef quality assurance schemes: Can they improve farm economic performance?," Agribusiness, John Wiley & Sons, Ltd., vol. 37(3), pages 451-471, July.
  67. Zeyu Xu & Charisse Gulosino, 2006. "How Does Teacher Quality Matter? The Effect of Teacher-Parent Partnership on Early Childhood Performance in Public and Private Schools," Education Economics, Taylor & Francis Journals, vol. 14(3), pages 345-367.
  68. Peyman Khezr & Flavio M. Menezes, 2016. "Dynamic and Static Asking Prices in the Sydney Housing Market," The Economic Record, The Economic Society of Australia, vol. 92(297), pages 209-221, June.
  69. Malikov, Emir & Kumbhakar, Subal C., 2014. "A generalized panel data switching regression model," Economics Letters, Elsevier, vol. 124(3), pages 353-357.
  70. van Soest, A.H.O., 1994. "Youth minimum wage rates : The Dutch experience," Other publications TiSEM c5050eda-1d97-4ead-b7b1-7, Tilburg University, School of Economics and Management.
  71. Gregory L. Rosston & Scott J. Savage & Bradley S. Wimmer, 2018. "Price competition in the market for business telecommunications services," Journal of Regulatory Economics, Springer, vol. 54(1), pages 81-104, August.
  72. Cristina Borra Marcos & Luis Palma Martos, 2004. "Analyzing the Determinants of Freight Shippers’ Behavior: Own-Account versus Purchased Transport in Andalusia," Economic Working Papers at Centro de Estudios Andaluces E2004/76, Centro de Estudios Andaluces.
  73. Owusu-Sekyere, Enoch & Bibariwiah, Cindy & Owusu, Victor & Donkor, Emmanuel, 2021. "Farming under irrigation management transfer scheme and its impact on yield and net returns in Ghana," Land Use Policy, Elsevier, vol. 102(C).
  74. Jacopo Mazza, 2012. "Does Risk Matter? A Semi-parametric Model for Educational Choices in the Presence of Uncertainty," Economics Discussion Paper Series 1225, Economics, The University of Manchester.
  75. Wesley Hartmann & Puneet Manchanda & Harikesh Nair & Matthew Bothner & Peter Dodds & David Godes & Kartik Hosanagar & Catherine Tucker, 2008. "Modeling social interactions: Identification, empirical methods and policy implications," Marketing Letters, Springer, vol. 19(3), pages 287-304, December.
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  77. Wang, Yahua & Wang, Huan, 2022. "Effects of farmland use rights transfer on collective action in the commons: Evidence from rural China," Land Use Policy, Elsevier, vol. 120(C).
  78. Jeffrey A. Dubin & Douglas Rivers, 1989. "Selection Bias in Linear Regression, Logit and Probit Models," Sociological Methods & Research, , vol. 18(2-3), pages 360-390, November.
  79. Wooldridge, Jeffrey M., 2014. "Quasi-maximum likelihood estimation and testing for nonlinear models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 182(1), pages 226-234.
  80. Peter Colwell & Henry Munneke, 2009. "Directional Land Value Gradients," The Journal of Real Estate Finance and Economics, Springer, vol. 39(1), pages 1-23, July.
  81. Christelis, Dimitris & Messina, Julián, 2019. "Partial Identification of Population Average and Quantile Treatment Effects in Observational Data under Sample Selection," IDB Publications (Working Papers) 9520, Inter-American Development Bank.
  82. Choi, Woon Gyu, 1999. "Estimating the Discount Rate Policy Reaction Function of the Monetary Authority," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(4), pages 379-401, July-Aug..
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  84. 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.
  85. Elena Bardasi, 2000. "Women and Part-Time Employment: Workers ""Choices"" and Wage Penalties in Five Industrialized Countries," LIS Working papers 223, LIS Cross-National Data Center in Luxembourg.
  86. Chen, Songnian & Zhou, Yahong, 2007. "Estimating a generalized correlation coefficient for a generalized bivariate probit model," Journal of Econometrics, Elsevier, vol. 141(2), pages 1100-1114, December.
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  88. Fleur Wouterse, 2017. "Empowerment, climate change adaptation, and agricultural production: evidence from Niger," Climatic Change, Springer, vol. 145(3), pages 367-382, December.
  89. Tiziano Arduini & Eleonora Patacchini & Edoardo Rainone, 2015. "Parametric and Semiparametric IV Estimation of Network Models with Selectivity," EIEF Working Papers Series 1509, Einaudi Institute for Economics and Finance (EIEF), revised Oct 2015.
  90. repec:cty:dpaper:08/01 is not listed on IDEAS
  91. Chen, Xiaohong & Fan, Yanqin, 2006. "Estimation of copula-based semiparametric time series models," Journal of Econometrics, Elsevier, vol. 130(2), pages 307-335, February.
  92. 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.
  93. Matthew Berman & Andrea Fenaughty, 2005. "Technology and managed care: patient benefits of telemedicine in a rural health care network," Health Economics, John Wiley & Sons, Ltd., vol. 14(6), pages 559-573, June.
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  95. Øystein Daljord & Carl F. Mela & Jason M. T. Roos & Jim Sprigg & Song Yao, 2023. "The Design and Targeting of Compliance Promotions," Marketing Science, INFORMS, vol. 42(5), pages 866-891, September.
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