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Viewpoint: Comparing features of convenient estimators for binary choice models with endogenous regressors

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  1. Sandrine Juin, 2019. "Formal home care, informal support and caregiver health: should other people care?," Erudite Working Paper 2019-21, Erudite.
  2. Awel Y. & Azomahou T.T., 2015. "Risk preference or financial literacy? Behavioural experiment on index insurance demand," MERIT Working Papers 2015-005, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  3. 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).
  4. Nguimkeu, Pierre & Denteh, Augustine & Tchernis, Rusty, 2019. "On the estimation of treatment effects with endogenous misreporting," Journal of Econometrics, Elsevier, vol. 208(2), pages 487-506.
  5. Andrew Chesher & Adam M. Rosen, 2013. "What Do Instrumental Variable Models Deliver with Discrete Dependent Variables?," American Economic Review, American Economic Association, vol. 103(3), pages 557-562, May.
  6. Alla Koblyakova & Larisa Fleishman & Orly Furman, 2022. "Accuracy of Households’ Dwelling Valuations, Housing Demand and Mortgage Decisions: Israeli Case," The Journal of Real Estate Finance and Economics, Springer, vol. 65(1), pages 48-74, July.
  7. Conrad Murendo & Meike Wollni & Alan De Brauw & Nicholas Mugabi, 2018. "Social Network Effects on Mobile Money Adoption in Uganda," Journal of Development Studies, Taylor & Francis Journals, vol. 54(2), pages 327-342, February.
  8. Lewbel, Arthur, 2018. "Identification and estimation using heteroscedasticity without instruments: The binary endogenous regressor case," Economics Letters, Elsevier, vol. 165(C), pages 10-12.
  9. Thierry Kalisa & Mary Riddel & W. Douglass Shaw, 2016. "Willingness to pay to avoid arsenic-related risks: a special regressor approach," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 5(2), pages 143-162, July.
  10. Yingying Dong & Arthur Lewbel, 2015. "A Simple Estimator for Binary Choice Models with Endogenous Regressors," Econometric Reviews, Taylor & Francis Journals, vol. 34(1-2), pages 82-105, February.
  11. Ruyssen, Ilse & Salomone, Sara, 2018. "Female migration: A way out of discrimination?," Journal of Development Economics, Elsevier, vol. 130(C), pages 224-241.
  12. 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.
  13. Augusto Mendoza Calderón, 2017. "El Efecto del Empleo sobre la Violencia Doméstica: Evidencia para las Mujeres Peruanas," Working Papers 99, Peruvian Economic Association.
  14. 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.
  15. Crescenzi, Riccardo & Gagliardi, Luisa & Iammarino, Simona, 2015. "Foreign multinationals and domestic innovation: Intra-industry effects and firm heterogeneity," Research Policy, Elsevier, vol. 44(3), pages 596-609.
  16. Gu, Jiaying & Russell, Thomas M., 2023. "Partial identification in nonseparable binary response models with endogenous regressors," Journal of Econometrics, Elsevier, vol. 235(2), pages 528-562.
  17. 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.
  18. Boerner, Lars & Rubin, Jared & Severgnini, Battista, 2021. "A time to print, a time to reform," European Economic Review, Elsevier, vol. 138(C).
  19. 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.
  20. Sylwia Bialek & Alfons J. Weichenrieder, 2021. "Do Stringent Environmental Policies Deter FDI? M&A versus Greenfield," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(3), pages 603-636, November.
  21. Godwin Kofi Vondolia & Håkan Eggert & Jesper Stage, 2021. "The Effect of Fertilizer Subsidies on Investment in Soil and Water Conservation and Productivity among Ghanaian Farmers Using Mechanized Irrigation," Sustainability, MDPI, vol. 13(15), pages 1-13, July.
  22. 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.
  23. 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.
  24. 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.
  25. 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.
  26. Peng Nie & Alfonso Sousa-Poza & Jianhong Xue, 2016. "Fuel for Life: Domestic Cooking Fuels and Women’s Health in Rural China," IJERPH, MDPI, vol. 13(8), pages 1-22, August.
  27. Pike, Susan & Lubell, Mark, 2016. "Geography and social networks in transportation mode choice," Journal of Transport Geography, Elsevier, vol. 57(C), pages 184-193.
  28. Catherine Deri Armstrong & Rose Anne Devlin & Forough Seifi, 2023. "Build it and they will come: Volunteer opportunities and volunteering," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(3), pages 989-1006, August.
  29. Daniela Bragoli & Flavia Cortelezzi & Massimiliano Rigon, 2023. "Firms' innovation and university cooperation. New evidence from a survey of Italian firms," Temi di discussione (Economic working papers) 1400, Bank of Italy, Economic Research and International Relations Area.
  30. Duarte, Leandro Batista & da Mota Silveira Neto, Raul & da Silva, Diego Firmino Costa, 2023. "The influence of job accessibility on individual labor income: Evidence for the City of Recife, Brazil," Journal of Transport Geography, Elsevier, vol. 112(C).
  31. Bratti, Massimiliano & Mendola, Mariapia & Miranda, Alfonso, 2015. "Hard to Forget: The Long-Lasting Impact of War on Mental Health," IZA Discussion Papers 9269, Institute of Labor Economics (IZA).
  32. Bezawit T. Agiro & Wei-Chiao Huang, 2020. "Re-Examining the Effect of Maternal Employment on Child Overweight: The Case of School-Age Children," Journal of Family and Economic Issues, Springer, vol. 41(1), pages 140-157, March.
  33. Idriss Fontaine, 2019. "The interaction between labour force participation of older men and their wife: lessons from France," TEPP Working Paper 2019-01, TEPP.
  34. Steven F. Koch & Evelyn Thsehla, 2022. "The impact of diabetes on labour market outcomes," Development Southern Africa, Taylor & Francis Journals, vol. 39(3), pages 424-456, May.
  35. 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.
  36. Blume-Kohout, Margaret E. & Adhikari, Dadhi, 2016. "Training the scientific workforce: Does funding mechanism matter?," Research Policy, Elsevier, vol. 45(6), pages 1291-1303.
  37. Xue, Sen & Yang, Thomas Tao & Zhou, Qiankun, 2018. "Binary choice model with interactive effects," Economic Modelling, Elsevier, vol. 70(C), pages 338-350.
  38. Edith Aguirre, 2019. "The (non) impact of education on marital dissolution," Discussion Papers 19/15, Department of Economics, University of York.
  39. Nathaniel T. Wilcox, 2015. "Error and Generalization in Discrete Choice Under Risk," Working Papers 15-11, Chapman University, Economic Science Institute.
  40. Jean‐Claude Kouladoum, 2023. "Technology and control of corruption in Africa," Journal of International Development, John Wiley & Sons, Ltd., vol. 35(6), pages 1163-1180, August.
  41. 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.
  42. Andrew Adrian Yu Pua, 2015. "On IV estimation of a dynamic linear probability model with fixed effects," UvA-Econometrics Working Papers 15-01, Universiteit van Amsterdam, Dept. of Econometrics.
  43. Seungho Choi & Gerry McNamara, 2018. "Repeating a familiar pattern in a new way: The effect of exploitation and exploration on knowledge leverage behaviors in technology acquisitions," Strategic Management Journal, Wiley Blackwell, vol. 39(2), pages 356-378, February.
  44. Donna L. Feir, 2016. "The long-term effects of forcible assimilation policy: The case of Indian boarding schools," Canadian Journal of Economics, Canadian Economics Association, vol. 49(2), pages 433-480, May.
  45. Zhang, Yuejia & Mayes, David Geoffrey, 2018. "The performance of governmental venture capital firms: A life cycle perspective and evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 48(C), pages 162-185.
  46. Baronchelli, Adelaide & Ricciuti, Roberto, 2022. "Temperature shocks, rice production, and migration in Vietnamese households," Ecological Economics, Elsevier, vol. 193(C).
  47. 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.
  48. Magdalena Six & Franz Wirl & Jaqueline Wolf, 2017. "Information as potential key determinant in switching electricity suppliers," Journal of Business Economics, Springer, vol. 87(2), pages 263-290, February.
  49. Jiaying Gu & Thomas M. Russell, 2021. "Partial Identification in Nonseparable Binary Response Models with Endogenous Regressors," Papers 2101.01254, arXiv.org, revised Jul 2022.
  50. Thierry Kalisa, 2013. "Rural Electrification in Rwanda : A Measure of Willingness to Contribute Time and Money," Working Papers halshs-00963525, HAL.
  51. 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.
  52. Alfred Appiah & Wiktor Adamowicz & Patrick Lloyd-Smith & Diane Dupont, 2019. "Reliability of Drinking Water: Risk Perceptions and Economic Value," Water Economics and Policy (WEP), World Scientific Publishing Co. Pte. Ltd., vol. 5(02), pages 1-27, April.
  53. Jeffrey Smith & Arthur Sweetman, 2016. "Viewpoint: Estimating the causal effects of policies and programs," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(3), pages 871-905, August.
  54. Pike, Susan & Lubell, Mark, 2018. "The conditional effects of social influence in transportation mode choice," Research in Transportation Economics, Elsevier, vol. 68(C), pages 2-10.
  55. 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.
  56. Elisa Meneghello & Martina Menon & Federico Perali & Furio Rosati, 2022. "The Shadow Wage of Child Labor: An application to Nepal," Working Papers 8, SITES.
  57. 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.
  58. 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).
  59. TAKEDA Yosuke & UCHIDA Ichihiro, 2013. "Make or Buy, and/or Cooperate? The Property Rights Approach to Auto Parts Procurement in Japan," Discussion papers 13066, Research Institute of Economy, Trade and Industry (RIETI).
  60. 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).
  61. Gayle, George-Levi & Golan, Limor & Soytas, Mehmet A., 2022. "What is the source of the intergenerational correlation in earnings?," Journal of Monetary Economics, Elsevier, vol. 129(C), pages 24-45.
  62. Augustine Denteh & Helge Liebert, 2022. "Who Increases Emergency Department Use? New Insights from the Oregon Health Insurance Experiment," Papers 2201.07072, arXiv.org, revised Apr 2023.
  63. Shohfi, Thomas D. & White, Roger M., 2022. "Does native country turmoil predict immigrant workers’ honesty in markets?," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 150-164.
  64. Andrew J. Epstein & Jonathan D. Ketcham, 2014. "Information technology and agency in physicians' prescribing decisions," RAND Journal of Economics, RAND Corporation, vol. 45(2), pages 422-448, June.
  65. Porgo, Mohamed & Kuwornu, John K.M. & Zahonogo, Pam & Jatoe, John Baptist D. & Egyir, Irene S., 2018. "Credit constraints and cropland allocation decisions in rural Burkina Faso," Land Use Policy, Elsevier, vol. 70(C), pages 666-674.
  66. Carlson, Alyssa, 2023. "Relaxing conditional independence in an endogenous binary response model," Journal of Econometrics, Elsevier, vol. 232(2), pages 490-500.
  67. Andrea Caragliu, 2022. "Better together: Untapped potentials in Central Europe," Papers in Regional Science, Wiley Blackwell, vol. 101(5), pages 1051-1085, October.
  68. Grainger, Daniel & Stoeckl, Natalie, 2019. "The importance of social learning for non-market valuation," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
  69. Arthur Lewbel, 2019. "The Identification Zoo: Meanings of Identification in Econometrics," Journal of Economic Literature, American Economic Association, vol. 57(4), pages 835-903, December.
  70. Arthur Lewbel, 2012. "An Overview of the Special Regressor Method," Boston College Working Papers in Economics 810, Boston College Department of Economics.
  71. 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.
  72. Whelan, Adele & McGuinness, Seamus, 2017. "Does a Satisfied Student Make a Satisfied Worker?," IZA Discussion Papers 10698, Institute of Labor Economics (IZA).
  73. 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).
  74. Alexeev, Sergey & Weatherburn, Don, 2022. "Fines for illicit drug use do not prevent future crime: evidence from randomly assigned judges," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 555-575.
  75. Marina Mastrorillo & Giorgio Fagiolo, 2014. "International Migration and School Enrollment of the Left-Behinds in Albania: A Note," LEM Papers Series 2014/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  76. Carlos Sakyi‐Nyarko & Ahmad Hassan Ahmad & Christopher J. Green, 2022. "The role of financial inclusion in improving household well‐being," Journal of International Development, John Wiley & Sons, Ltd., vol. 34(8), pages 1606-1632, November.
  77. Arnaboldi, F. & Casu, B. & Gallo, A. & Kalotychou, E. & Sarkisyan, A., 2021. "Gender diversity and bank misconduct," Journal of Corporate Finance, Elsevier, vol. 71(C).
  78. 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.
  79. Myongjin Kim & Qihong Liu & Nicholas G. Rupp, 2023. "When Do Firms Offer Higher Product Quality? Evidence from the Allocation of Inflight Amenities," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 62(2), pages 149-177, March.
  80. 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.
  81. 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).
  82. Vu, Khoa & Vuong, Nguyen Dinh Tuan & Vu-Thanh, Tu-Anh & Nguyen, Anh Ngoc, 2022. "Income shock and food insecurity prediction Vietnam under the pandemic," World Development, Elsevier, vol. 153(C).
  83. Jarke-Neuert, Johannes & Perino, Grischa & Schwickert, Henrike, 2021. "Free-Riding for Future: Field Experimental Evidence of Strategic Substitutability in Climate Protest," SocArXiv sh6dm, Center for Open Science.
  84. Dagsvik, John K, 2017. "Invariance Axioms and Functional Form Restrictions in Structural Models," Memorandum 08/2017, Oslo University, Department of Economics.
  85. Anders Holm & Mette Ejrnæs & Kristian Karlson, 2015. "Comparing linear probability model coefficients across groups," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(5), pages 1823-1834, September.
  86. 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.
  87. 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).
  88. Kenchington, David G. & Shohfi, Thomas D. & Smith, Jared D. & White, Roger M., 2022. "Do sin tax hikes spur cheating in interpersonal exchange?," Accounting, Organizations and Society, Elsevier, vol. 96(C).
  89. Machokoto, Michael & Chipeta, Chimwemwe & Ibeji, Ngozi, 2021. "The institutional determinants of peer effects on corporate cash holdings," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 73(C).
  90. Thierry Kalisa, 2014. "Rural Electrification in Rwanda: A Measure of Willingness to Contribute Time and Money," Working Papers 1413, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
  91. 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.
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  96. 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.
  97. Crudu, Federico & Neri, Laura & Tiezzi, Silvia, 2018. "Family Ties and Children Obesity in Italy," MPRA Paper 90360, University Library of Munich, Germany, revised 15 Oct 2018.
  98. Yasar, Mahmut, 2013. "Political Influence of Exporting and Import-Competing Firms: Evidence from Eastern European and Central Asian Countries," World Development, Elsevier, vol. 51(C), pages 154-168.
  99. Shelley Clark & Caroline W. Kabiru & Sonia Laszlo & Stella Muthuri, 2019. "The Impact of Childcare on Poor Urban Women’s Economic Empowerment in Africa," Demography, Springer;Population Association of America (PAA), vol. 56(4), pages 1247-1272, August.
  100. 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).
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  102. 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.
  103. Grainger, Daniel & Watkin-Lui, Felecia & Cheer, Karen, 2021. "The value of informed agency for Torres Strait climate change," Ecological Economics, Elsevier, vol. 180(C).
  104. Matthias Firgo & Dieter Pennerstorfer, 2023. "The causal effect of agritourism on farm survival," Economics working papers 2023-15, Department of Economics, Johannes Kepler University Linz, Austria.
  105. David Mmopelwa & Oliver Morrissey & Trudy Owens, 2021. "HIV/AIDS and sexual behaviour in Botswana," Discussion Papers 2021-03, University of Nottingham, CREDIT.
  106. Baum, Christopher F. & Bohn, James G. & Chakraborty, Atreya, 2016. "Securities fraud and corporate board turnover: New evidence from lawsuit outcomes," International Review of Law and Economics, Elsevier, vol. 48(C), pages 14-25.
  107. Leandro Batista Duarte & Raul da Mota Silveira Neto & Diego Firmino Costa da Silva, 2023. "The relevance of job accessibility to labour market outcomes: Evidence for the São Paulo metropolitan region," Urban Studies, Urban Studies Journal Limited, vol. 60(16), pages 3233-3251, December.
  108. 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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