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Simple Estimators for Binary Choice Models with Endogenous Regressors

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  1. Cheng, Zhiming & Guo, Wei & Hayward, Mathew & Smyth, Russell & Wang, Haining, 2021. "Childhood adversity and the propensity for entrepreneurship: A quasi-experimental study of the Great Chinese Famine," Journal of Business Venturing, Elsevier, vol. 36(1).
  2. Yao, Becatien H. & Shanoyan, Aleksan & Schwab, Benjamin & Amanor-Boadu, Vincent, 2022. "Mobile money, transaction costs, and market participation: evidence from Côte d’Ivoire and Tanzania," Food Policy, Elsevier, vol. 112(C).
  3. Dufrénot, Gilles & Gente, Karine & Monsia, Frédia, 2016. "Macroeconomic imbalances, financial stress and fiscal vulnerability in the euro area before the debt crises: A market view," Journal of International Money and Finance, Elsevier, vol. 67(C), pages 123-146.
  4. Lewbel, Arthur & Tang, Xun, 2015. "Identification and estimation of games with incomplete information using excluded regressors," Journal of Econometrics, Elsevier, vol. 189(1), pages 229-244.
  5. Ruyssen, Ilse & Salomone, Sara, 2018. "Female migration: A way out of discrimination?," Journal of Development Economics, Elsevier, vol. 130(C), pages 224-241.
  6. Dong, Hao & Otsu, Taisuke & Taylor, Luke, 2021. "Average Derivative Estimation Under Measurement Error," Econometric Theory, Cambridge University Press, vol. 37(5), pages 1004-1033, October.
  7. He, X. & Reiner, D., 2018. "Consumer Engagement in Energy Markets: The Role of Information and Knowledge," Cambridge Working Papers in Economics 1867, Faculty of Economics, University of Cambridge.
  8. Nicole Maestas & Kathleen J. Mullen & David Powell & Till von Wachter & Jeffrey B. Wenger, 2023. "The Value of Working Conditions in the United States and the Implications for the Structure of Wages," American Economic Review, American Economic Association, vol. 113(7), pages 2007-2047, July.
  9. 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.
  10. Augusto Mendoza Calderón, 2017. "El Efecto del Empleo sobre la Violencia Doméstica: Evidencia para las Mujeres Peruanas," Working Papers 99, Peruvian Economic Association.
  11. Manuel Denzer, 2019. "Estimating Causal Effects in Binary Response Models with Binary Endogenous Explanatory Variables - A Comparison of Possible Estimators," Working Papers 1916, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
  12. Frédéric Lesne, 2013. "School Fees, Parental Participation and Accountability: Evidence from Madagascar," Working Papers halshs-00825244, HAL.
  13. Nguyen, Cuong Viet & Tarp, Finn, 2022. "Changing male perceptions of gender equality: Evidence from a randomised controlled trial study," World Development, Elsevier, vol. 158(C).
  14. Diarra, Lacina & Dessy, Sylvain, 2018. "Land Tenure Security and Non-Agricultural Sector Employment: Household-level Evidence from Uganda," 2018 Annual Meeting, August 5-7, Washington, D.C. 274240, Agricultural and Applied Economics Association.
  15. Boerner, Lars & Rubin, Jared & Severgnini, Battista, 2021. "A time to print, a time to reform," European Economic Review, Elsevier, vol. 138(C).
  16. Laetitia Duval & François-Charles Wolff, 2016. "Emigration intentions of Roma: evidence from Central and South-East Europe," Post-Communist Economies, Taylor & Francis Journals, vol. 28(1), pages 87-107, January.
  17. Christophe Bontemps & Céline Nauges, 2016. "The Impact of Perceptions in Averting-decision Models: An Application of the Special Regressor Method to Drinking Water Choices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(1), pages 297-313.
  18. Mylonidis, Nikolaos & Chletsos, Michael & Barbagianni, Vanessa, 2019. "Financial exclusion in the USA: Looking beyond demographics," Journal of Financial Stability, Elsevier, vol. 40(C), pages 144-158.
  19. Arthur Lewbel & Yingying Dong & Thomas Tao Yang, 2012. "Comparing features of convenient estimators for binary choice models with endogenous regressors," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(3), pages 809-829, August.
  20. Fatma Nur Karaman Kabadurmus, 2021. "Innovation Challenges in South Asia: Evidence from Bangladesh, Pakistan and India," Journal of South Asian Development, , vol. 16(1), pages 100-129, April.
  21. Lewbel, Arthur & Yang, Thomas Tao, 2016. "Identifying the average treatment effect in ordered treatment models without unconfoundedness," Journal of Econometrics, Elsevier, vol. 195(1), pages 1-22.
  22. Leopoldo Gómez Ramírez, 2019. "Credit Constraints and Investment in Mexico, an Empirical Test," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 14(3), pages 415-432, Julio - S.
  23. Gao, Yichen & Li, Cong & Liang, Zhongwen, 2015. "Binary response correlated random coefficient panel data models," Journal of Econometrics, Elsevier, vol. 188(2), pages 421-434.
  24. Alberto Posso & Stephen C. Smith & Lucia Ferrone & UNICEF Office of Research - Innocenti, 2019. "Do constraints on women worsen child deprivations? Framework, measurement, and evidence from India," Papers inwopa1045, Innocenti Working Papers.
  25. Giuseppe De Luca & Valeria Perotti, 2011. "Estimation of ordered response models with sample selection," Stata Journal, StataCorp LP, vol. 11(2), pages 213-239, June.
  26. Crescenzi, Riccardo & Gagliardi, Luisa, 2018. "The innovative performance of firms in heterogeneous environments: The interplay between external knowledge and internal absorptive capacities," Research Policy, Elsevier, vol. 47(4), pages 782-795.
  27. Nan, Wenxiu (Vince) & Li, Tao, 2024. "To gamble or not to gamble? The effect of mobile money on gambling in Kenya," Economics Letters, Elsevier, vol. 234(C).
  28. Xue, Sen & Yang, Thomas Tao & Zhou, Qiankun, 2018. "Binary choice model with interactive effects," Economic Modelling, Elsevier, vol. 70(C), pages 338-350.
  29. Chen, Kong-Pin & Lai, Hung-pin & Yu, Ya-Ting, 2018. "The seller's listing strategy in online auctions: Evidence from eBay," International Journal of Industrial Organization, Elsevier, vol. 56(C), pages 107-144.
  30. Alexander Ahammer & G. Thomas Horvath & Rudolf Winter-Ebmer, 2017. "The effect of income on mortality—new evidence for the absence of a causal link," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 180(3), pages 793-816, June.
  31. Benfratello, Luigi & Schiantarelli, Fabio & Sembenelli, Alessandro, 2008. "Banks and innovation: Microeconometric evidence on Italian firms," Journal of Financial Economics, Elsevier, vol. 90(2), pages 197-217, November.
  32. Weiss, Christoph T., 2015. "Education and regional mobility in Europe," Economics of Education Review, Elsevier, vol. 49(C), pages 129-141.
  33. Sucharita Ghosh & Emanuele Grassi, 2020. "Overeducation and overskilling in the early careers of PhD graduates: Does international migration reduce labour market mismatch?," Papers in Regional Science, Wiley Blackwell, vol. 99(4), pages 915-944, August.
  34. Anna-Elisabeth Thum & Miroslav Beblavy, 2014. "Do Acquaintances and Friends Make Us Learn?: Social Capital and Lifelong Learning in Germany," SOEPpapers on Multidisciplinary Panel Data Research 673, DIW Berlin, The German Socio-Economic Panel (SOEP).
  35. Jiaying Gu & Thomas M. Russell, 2021. "Partial Identification in Nonseparable Binary Response Models with Endogenous Regressors," Papers 2101.01254, arXiv.org, revised Jul 2022.
  36. Yousef S. Daoud & Shaker Sarsour & Ruba Shanti & Sanaa Kamal, 2020. "Risk tolerance, gender, and entrepreneurship: The Palestinian case," Review of Development Economics, Wiley Blackwell, vol. 24(3), pages 766-789, August.
  37. Li, Chuhui & Poskitt, D.S. & Zhao, Xueyan, 2019. "The bivariate probit model, maximum likelihood estimation, pseudo true parameters and partial identification," Journal of Econometrics, Elsevier, vol. 209(1), pages 94-113.
  38. Giulio Cainelli & Alessio D’Amato & Massimiliano Mazzanti, 2017. "Resource Efficiency, Environmental Policy and Eco-Innovations for a Circular Economy: Evidence from EU Firms," SPRU Working Paper Series 2017-24, SPRU - Science Policy Research Unit, University of Sussex Business School.
  39. Harouna Sedgo & Luc Désiré Omgba, 2023. "Corruption and distortion of public expenditures: evidence from Africa," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(2), pages 419-452, April.
  40. Simona Mateut, 2018. "Subsidies, financial constraints and firm innovative activities in emerging economies," Small Business Economics, Springer, vol. 50(1), pages 131-162, January.
  41. Dzanku, F.M. & Osei, R.D., 2018. "Impact of pre– and post-harvest training reminders on crop losses and food poverty in Mali," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275924, International Association of Agricultural Economists.
  42. Joseph J. French & Juxin Yan & Yukihiro Yasuda, 2019. "Relationships Matter: the Impact of Bank-Firm Relationships on Mergers and Acquisitions in Japan," Journal of Financial Services Research, Springer;Western Finance Association, vol. 56(3), pages 259-305, December.
  43. Pignatel, Isabelle & Tchakoute Tchuigoua, Hubert, 2020. "Microfinance institutions and International Financial Reporting Standards: An exploratory analysis," Research in International Business and Finance, Elsevier, vol. 54(C).
  44. Bontemps, Christophe & Nauges, Céline, 2017. "Endogenous Variables in Binary Choice Models: Some Insights for Practitioners," TSE Working Papers 17-855, Toulouse School of Economics (TSE).
  45. María E. Aguilar-Fernández & José Ramon Otegi-Olaso, 2018. "Firm Size and the Business Model for Sustainable Innovation," Sustainability, MDPI, vol. 10(12), pages 1-27, December.
  46. Lööf, Hans, 2007. "Multinational Firms and Innovation: The Role of R&D Collaboration, Markets and Ownership," Working Paper Series in Economics and Institutions of Innovation 90, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  47. Cobo-Reyes, Ramón & Katz, Gabriel & Meraglia, Simone, 2019. "Endogenous sanctioning institutions and migration patterns: Experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 158(C), pages 575-606.
  48. Centorrino, Samuele & Florens, Jean-Pierre, 2021. "Nonparametric Instrumental Variable Estimation of Binary Response Models with Continuous Endogenous Regressors," Econometrics and Statistics, Elsevier, vol. 17(C), pages 35-63.
  49. Jeremy Fox & Natalia Lazzati, 2013. "Identification of discrete choice models for bundles and binary games," CeMMAP working papers CWP04/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  50. DePaula, Guilherme M. & Justino, Leandro, 2020. "Can Markets Save the Brazilian Forests?," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304482, Agricultural and Applied Economics Association.
  51. Rieckmann, Johannes, 2015. "Determinants of drinking water treatment and hygiene habits in provincial towns in Yemen," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113183, Verein für Socialpolitik / German Economic Association.
  52. Carvalho, José Raimundo & Marinho, Emerson & Loria, Francesca, 2012. "Idleness, Returns to Education and Child Labor," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 66(4), December.
  53. Carlson, Alyssa, 2023. "Relaxing conditional independence in an endogenous binary response model," Journal of Econometrics, Elsevier, vol. 232(2), pages 490-500.
  54. Grainger, Daniel & Stoeckl, Natalie, 2019. "The importance of social learning for non-market valuation," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
  55. Kamhon Kan & Chihwa Kao, 2005. "Simulation-Based Two-Step Estimation with Endogenous Regressors," Center for Policy Research Working Papers 76, Center for Policy Research, Maxwell School, Syracuse University.
  56. repec:hal:wpaper:halshs-00825240 is not listed on IDEAS
  57. Arthur Lewbel, 2012. "An Overview of the Special Regressor Method," Boston College Working Papers in Economics 810, Boston College Department of Economics.
  58. Stefano Iandolo & Anna Ferragina, 2021. "International activities and innovation: Evidence from Italy with a special regressor approach," The World Economy, Wiley Blackwell, vol. 44(11), pages 3300-3325, November.
  59. Whelan, Adele & McGuinness, Seamus, 2017. "Does a Satisfied Student Make a Satisfied Worker?," IZA Discussion Papers 10698, Institute of Labor Economics (IZA).
  60. Fu Ouyang & Thomas Tao Yang, 2023. "High Dimensional Binary Choice Model with Unknown Heteroskedasticity or Instrumental Variables," Papers 2311.07067, arXiv.org.
  61. Leurcharusmee, Supanika & Sirisrisakulchai, Jirakom & Suriya, Komsan & Keesookpun, Chutipong & Srinuan, Pratompong, 2017. "Fixed-to-Mobile Substitution: Effects of Mobile Broadband Subscription on Fixed Broadband Termination," 14th ITS Asia-Pacific Regional Conference, Kyoto 2017: Mapping ICT into Transformation for the Next Information Society 168513, International Telecommunications Society (ITS).
  62. Powdthavee, Nattavudh, 2021. "Education and pro-environmental attitudes and behaviours: A nonparametric regression discontinuity analysis of a major schooling reform in England and Wales," Ecological Economics, Elsevier, vol. 181(C).
  63. Yusuf Sofiyandi1, 2018. "The Effect of Residential Location and Housing Unit Characteristics on Labor Force Participation of Childbearing Women in Indonesia: Using Twin Births As A Quasi-Natural Experiment," LPEM FEBUI Working Papers 201822, LPEM, Faculty of Economics and Business, University of Indonesia, revised Jul 2018.
  64. Hans Lööf, 2009. "Multinational enterprises and innovation: firm level evidence on spillover via R&D collaboration," Journal of Evolutionary Economics, Springer, vol. 19(1), pages 41-71, February.
  65. Lin, Wei & Wooldridge, Jeffrey M., 2015. "On different approaches to obtaining partial effects in binary response models with endogenous regressors," Economics Letters, Elsevier, vol. 134(C), pages 58-61.
  66. Amadu, Festus O. & Miller, Daniel C., 2024. "The impact of forest product collection and processing on household income in rural Liberia," Forest Policy and Economics, Elsevier, vol. 158(C).
  67. Dagsvik, John K, 2017. "Invariance Axioms and Functional Form Restrictions in Structural Models," Memorandum 08/2017, Oslo University, Department of Economics.
  68. Grilli, Luca & Murtinu, Samuele, 2018. "Selective subsidies, entrepreneurial founders' human capital, and access to R&D alliances," Research Policy, Elsevier, vol. 47(10), pages 1945-1963.
  69. Olfa KAMMOUN & Mohieddine RAHMOUNI, 2013. "Intellectual Property Rights, Appropriation Instruments and Innovation Activities: Evidence from Tunisian Firms," Cahiers du GREThA (2007-2019) 2013-01, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
  70. Kajal Lahiri & Liu Yang, 2021. "Estimating Endogenous Ordered Response Panel Data Models with an Application to Income Gradient in Child Health," Sankhya B: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 83(2), pages 207-243, November.
  71. Changhui Kang & Myoung-jae Lee, 2014. "Estimation of Binary Response Models With Endogenous Regressors," Pacific Economic Review, Wiley Blackwell, vol. 19(4), pages 502-530, October.
  72. Asankha Pallegedara & Ajantha Sisira Kumara, 2022. "Impacts of firewood burning for cooking on respiratory health and healthcare utilisation: Empirical evidence from Sri Lankan micro‐data," International Journal of Health Planning and Management, Wiley Blackwell, vol. 37(1), pages 465-485, January.
  73. Nicolas Moreau, 2018. "A SAS macro to perform Dong and Lewbel's "Simple Estimator for Binary Choice Models" (2015)," Working Papers hal-01691487, HAL.
  74. Ouyang, Fu & Yang, Thomas Tao & Zhang, Hanghui, 2020. "Semiparametric identification and estimation of discrete choice models for bundles," Economics Letters, Elsevier, vol. 193(C).
  75. Jongsoo Kim & Richard Makadok, 2022. "Where the stars still shine: Some effects of star‐performers‐turned‐managers on organizational performance," Strategic Management Journal, Wiley Blackwell, vol. 43(12), pages 2629-2666, December.
  76. Marianna Succurro & Giuseppina Damiana Costanzo, 2019. "Ownership structure and firm patenting activity in Italy," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 9(2), pages 239-266, June.
  77. Mulenga, Brian P. & Hadunka, Protensia & Richardson, Robert B., 2017. "Rural households’ participation in charcoal production in Zambia: Does agricultural productivity play a role?," Journal of Forest Economics, Elsevier, vol. 26(C), pages 56-62.
  78. Bernardina Algieri & Antonio Aquino & Marianna Succurro, 2020. "The Impact of Cash-Flow and the Main Components of the Capital Structure on Innovative Performances of European Firms," Review of Economics and Institutions, Università di Perugia, vol. 11(1-2).
  79. Lyashok, Victor & Roshchin, Sergey, 2015. "Effect of health on labor supply of elderly," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 40(4), pages 6-27.
  80. Mary, Sébastien & Mishra, Ashok K., 2020. "Humanitarian food aid and civil conflict," World Development, Elsevier, vol. 126(C).
  81. Zeng, Di & Alwang, Jeffrey & Norton, George & Jaleta, Moti & Shiferaw, Bekele & Yirga, Chilot, 2018. "Land ownership and technology adoption revisited: Improved maize varieties in Ethiopia," Land Use Policy, Elsevier, vol. 72(C), pages 270-279.
  82. Arthur Lewbel & Yingying Dong & Thomas Tao Yang, 2012. "Viewpoint: Comparing features of convenient estimators for binary choice models with endogenous regressors," Canadian Journal of Economics, Canadian Economics Association, vol. 45(3), pages 809-829, August.
  83. Grainger, Daniel & Watkin-Lui, Felecia & Cheer, Karen, 2021. "The value of informed agency for Torres Strait climate change," Ecological Economics, Elsevier, vol. 180(C).
  84. Sarbu, Miruna, 2022. "The impact of industry 4.0 on innovation performance: Insights from German manufacturing and service firms," Technovation, Elsevier, vol. 113(C).
  85. Arthur Lewbel & Thomas Tao Yang, 2013. "Identifying the Average Treatment Effect in a Two Threshold Model," Boston College Working Papers in Economics 825, Boston College Department of Economics.
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