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On two stage least squares estimation of the average treatment effect in a random coefficient model

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Cited by:

  1. Giovanni Cerulli & Bianca Potì, 2014. "The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach," ERSA conference papers ersa14p625, European Regional Science Association.
  2. Kling, Jeffrey R, 2001. "Interpreting Instrumental Variables Estimates of the Returns to Schooling," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(3), pages 358-364, July.
  3. Francis Menjo Baye and Dinven Djibril Sitan, 2016. "Causes and Child Health Consequences of Maternal Fertility Choices in Cameroon," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 41(4), pages 79-100, December.
  4. Thomas Lemieux & David Card, 2001. "Education, earnings, and the ‘Canadian G.I. Bill’," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 34(2), pages 313-344, May.
  5. Belzil, Christian & Hansen, Jorgen, 2007. "A structural analysis of the correlated random coefficient wage regression model," Journal of Econometrics, Elsevier, vol. 140(2), pages 827-848, October.
  6. Pohlmeier, Winfried & Pfeiffer, Friedhelm & Maier, Michael, 2004. "Returns to Education and Individual Heterogeneity," ZEW Discussion Papers 04-34, ZEW - Leibniz Centre for European Economic Research.
  7. Joshua D. Angrist, 2004. "Treatment effect heterogeneity in theory and practice," Economic Journal, Royal Economic Society, vol. 114(494), pages 52-83, March.
  8. Dalia Fadly & Francisco Fontes & Miet Maertens, 2023. "Fuel for food: Access to clean cooking fuel and food security in India," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(2), pages 301-321, April.
  9. Brett R. Gordon & Wesley R. Hartmann, 2013. "Advertising Effects in Presidential Elections," Marketing Science, INFORMS, vol. 32(1), pages 19-35, June.
  10. Christian Belzil, 2008. "Testing the Specification of the Mincer Wage Equation," Annals of Economics and Statistics, GENES, issue 91-92, pages 427-451.
  11. Gordon Dahl, 2010. "Early teen marriage and future poverty," Demography, Springer;Population Association of America (PAA), vol. 47(3), pages 689-718, August.
  12. Andrea Filippetti & Giovanni Cerulli, 2018. "Are local public services better delivered in more autonomous regions? Evidence from European regions using a dose‐response approach," Papers in Regional Science, Wiley Blackwell, vol. 97(3), pages 801-826, August.
  13. Mwabu, Germano, 2007. "Health Economics for Low-Income Countries," Center Discussion Papers 10118, Yale University, Economic Growth Center.
  14. Lafortune, Jeanne & Tessada, José & González-Velosa, Carolina, 2015. "More hands, more power? Estimating the impact of immigration on output and technology choices using early 20th century US agriculture," Journal of International Economics, Elsevier, vol. 97(2), pages 339-358.
  15. Sharon Novak & Scott Stern, 2007. "How Does Outsourcing Affect Performance Dynamics? Evidence from the Automobile Industry," NBER Working Papers 13235, National Bureau of Economic Research, Inc.
  16. Giovanni Cerulli & Bianca Poti', 2016. "Explaining firm sensitivity to R&D subsidies within a dose-response model: The role of financial constraints, real cost of investment, and strategic value of R&D," DEM Working Papers 2016/09, Department of Economics and Management.
  17. Mwabu, Germano, 2008. "The Production of Child Health in Kenya: A Structural Model of Birth Weight," Working Papers 52, Yale University, Department of Economics.
  18. M. Christopher Auld & Nirmal Sidhu, 2005. "Schooling, cognitive ability and health," Health Economics, John Wiley & Sons, Ltd., vol. 14(10), pages 1019-1034, October.
  19. Per-Anders Edin & Peter Fredriksson & Olof Åslund, 2003. "Ethnic Enclaves and the Economic Success of Immigrants—Evidence from a Natural Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 329-357.
  20. Gordon B. Dahl & Lance Lochner, 2012. "The Impact of Family Income on Child Achievement: Evidence from the Earned Income Tax Credit," American Economic Review, American Economic Association, vol. 102(5), pages 1927-1956, August.
  21. Giovanni Cerulli, 2014. "ntreatreg: A Stata module for estimation of treatment effects in the presence of neighborhood interactions," Italian Stata Users' Group Meetings 2014 06, Stata Users Group.
  22. Jeanne Lafortune & Ethan Lewis & José Tessada, 2019. "People and Machines: A Look at the Evolving Relationship between Capital and Skill in Manufacturing, 1860–1930, Using Immigration Shocks," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 30-43, March.
  23. Bart, COCKX & Muriel, DEJEMEPPE, 2007. "IIs the Notification of Monitoring a Threat to the Unemployed ? A Regression Discontinuity Approach," Discussion Papers (ECON - Département des Sciences Economiques) 2007016, Université catholique de Louvain, Département des Sciences Economiques.
  24. Daniel Mejía & María José Uribe, 2011. "Is Violence Against Union Members in Colombia Systematic and Targeted?," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2011), pages 119-154, August.
  25. Giovanni Cerulli, 2010. "A responsiveness-based (composite) indicator with an application to countries’ innovative performance," CERIS Working Paper 201010, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
  26. John K. Dagsvik & TorbjØrn HÆgeland & Arvid Raknerud, 2011. "Estimating the returns to schooling: a likelihood approach based on normal mixtures," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(4), pages 613-640, June.
  27. Francis J. DiTraglia & Camilo Garcia-Jimeno & Rossa O'Keeffe-O'Donovan & Alejandro Sanchez-Becerra, 2020. "Identifying Causal Effects in Experiments with Spillovers and Non-compliance," Papers 2011.07051, arXiv.org, revised Jan 2023.
  28. Kumar, Anil & Liang, Che-Yuan, 2020. "Estimating taxable income responses with elasticity heterogeneity," Journal of Public Economics, Elsevier, vol. 188(C).
  29. Kim, Chang-Jin, 2009. "Markov-switching models with endogenous explanatory variables II: A two-step MLE procedure," Journal of Econometrics, Elsevier, vol. 148(1), pages 46-55, January.
  30. Li, Mingliang & Tobias, Justin L., 2011. "Bayesian inference in a correlated random coefficients model: Modeling causal effect heterogeneity with an application to heterogeneous returns to schooling," Journal of Econometrics, Elsevier, vol. 162(2), pages 345-361, June.
  31. Marco Cucculelli & Valentina Peruzzi & Alberto Zazzaro, 2019. "Relational capital in lending relationships: evidence from European family firms," Small Business Economics, Springer, vol. 52(1), pages 277-301, January.
  32. John K. Dagsvik & Torbjørn Hægeland & Arvid Raknerud, 2006. "Estimation of Earnings- and Schooling Choice Relations: A Likelihood Approach," Discussion Papers 486, Statistics Norway, Research Department.
  33. Javier Alejo & Antonio F. Galvao & Julian Martinez-Iriarte & Gabriel Montes-Rojas, 2024. "Endogenous Heteroskedasticity in Linear Models," Papers 2412.02767, arXiv.org, revised Jan 2025.
  34. Solomon Tesfu & Shiferaw Gurmu, 2013. "Mother’s Gender Preferences and Child Schooling in Ethiopia," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 41(3), pages 265-277, September.
  35. Zhu, Xun & Jin, Zequn, 2023. "Some identification results in a correlated random coefficients sample selection model," Economics Letters, Elsevier, vol. 233(C).
  36. Takahiro Ito, 2009. "Education and Its Distributional Impacts on Living Standards," Global COE Hi-Stat Discussion Paper Series gd09-080, Institute of Economic Research, Hitotsubashi University.
  37. Tavneet Suri, 2009. "Selection and Comparative Advantage in Technology Adoption," NBER Working Papers 15346, National Bureau of Economic Research, Inc.
  38. Samuele Centorrino & Aman Ullah & Jing Xue, 2019. "Semiparametric Estimation of Correlated Random Coefficient Models without Instrumental Variables," Papers 1911.06857, arXiv.org.
  39. Giovanni Cerulli & Bianca Potì & Raffaele Spallone, 2018. "The impact of fiscal relief on multinationals business R&D investments: a cross-country analysis," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(2), pages 649-675, August.
  40. Germano Mwabu, 2008. "The Production of Child Health in Kenya: A Structural Model of Birth Weight," Working Papers 963, Economic Growth Center, Yale University.
  41. Nocito, Samuel & Sartarelli, Marcello & Sobbrio, Francesco, 2023. "A beam of light: Media, tourism and economic development," Journal of Urban Economics, Elsevier, vol. 137(C).
  42. Lee, Sokbae, 2007. "Endogeneity in quantile regression models: A control function approach," Journal of Econometrics, Elsevier, vol. 141(2), pages 1131-1158, December.
  43. Sharon Novak & Scott Stern, 2008. "How Does Outsourcing Affect Performance Dynamics? Evidence from the Automobile Industry," Management Science, INFORMS, vol. 54(12), pages 1963-1979, December.
  44. Carl-Johan Dalgaard & Henrik Hansen, 2017. "The Return to Foreign Aid," Journal of Development Studies, Taylor & Francis Journals, vol. 53(7), pages 998-1018, July.
  45. Giovanni Cerulli, 2012. "Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 15(1), pages 1-7.
  46. Karim Chalak, 2012. "Identification of Average Random Coefficients under Magnitude and Sign Restrictions on Confounding," Boston College Working Papers in Economics 816, Boston College Department of Economics.
  47. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2005. "Evaluating the effect of education on earnings: models, methods and results from the National Child Development Survey," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(3), pages 473-512, July.
  48. Valenzuela-Levi, Nicolás, 2021. "The rich and mobility: A new look into the impacts of income inequality on household transport expenditures," Transport Policy, Elsevier, vol. 100(C), pages 161-171.
  49. Louise Laage, 2020. "A Correlated Random Coefficient Panel Model with Time-Varying Endogeneity," Papers 2003.09367, arXiv.org, revised Nov 2022.
  50. Mejía, Daniel & Uribe, María José, 2011. "Is violence against union members in Colombia systematic and targeted?," LSE Research Online Documents on Economics 123122, London School of Economics and Political Science, LSE Library.
  51. Jeanne Lafortune & Corinne Low, 2023. "Collateralized Marriage," American Economic Journal: Applied Economics, American Economic Association, vol. 15(4), pages 252-291, October.
  52. Manuela NGABA, 2021. "How does mobile money affect the use of informal remittance channels in Sub-Saharan Africa?," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 53, pages 123-146.
  53. Murtazashvili, Irina & Wooldridge, Jeffrey M., 2008. "Fixed effects instrumental variables estimation in correlated random coefficient panel data models," Journal of Econometrics, Elsevier, vol. 142(1), pages 539-552, January.
  54. Suri, Tavneet, 2006. "Selection and Comparative Advantage in Technology Adoption," Center Discussion Papers 28445, Yale University, Economic Growth Center.
  55. Laage, Louise, 2024. "A Correlated Random Coefficient panel model with time-varying endogeneity," Journal of Econometrics, Elsevier, vol. 242(2).
  56. Giovanni Cerulli, 2014. "Identification and Estimation of Treatment Effects in the Presence of Neighbourhood Interactions," CERIS Working Paper 201404, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
  57. Klein, Tobias J., 2010. "Heterogeneous treatment effects: Instrumental variables without monotonicity?," Journal of Econometrics, Elsevier, vol. 155(2), pages 99-116, April.
  58. Maria De Paola, 2011. "Easy grading practices and supply–demand factors: evidence from Italy," Empirical Economics, Springer, vol. 41(2), pages 227-246, October.
  59. Suárez, Gustavo, 2011. "Comment," LSE Research Online Documents on Economics 123250, London School of Economics and Political Science, LSE Library.
  60. Baris Kaymak, 2009. "Ability Bias and the Rising Education Premium in the United States: A Cohort-Based Analysis," Journal of Human Capital, University of Chicago Press, vol. 3(3), pages 224-267.
  61. Bryan S. Graham & James Powell, 2008. "Identification and Estimation of 'Irregular' Correlated Random Coefficient Models," NBER Working Papers 14469, National Bureau of Economic Research, Inc.
  62. Xiaolin Sun, 2022. "Estimation of Heterogeneous Treatment Effects Using a Conditional Moment Based Approach," Papers 2210.15829, arXiv.org, revised Oct 2024.
  63. Emmanuel Skoufias & Vincenzo Di Maro & Teresa González‐Cossío & Sonia Rodríguez Ramírez, 2009. "Nutrient consumption and household income in rural Mexico," Agricultural Economics, International Association of Agricultural Economists, vol. 40(6), pages 657-675, November.
  64. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2003. "Evaluating the impact of education on earnings in the UK: Models, methods and results from the NCDS," IFS Working Papers W03/20, Institute for Fiscal Studies.
  65. Keane, Michael, 2005. "Comment on "Multinational Firms and Backward Linkages" by Ping Lin and Kamal Saggi," MPRA Paper 63475, University Library of Munich, Germany.
  66. Lee, Seul Ki, 2015. "Quality differentiation and conditional spatial price competition among hotels," Tourism Management, Elsevier, vol. 46(C), pages 114-122.
  67. Belzil, Christian & Hansen, Jörgen, 2005. "A Structural Analysis of the Correlated Random Coefficient Wage Regression Model with an Application to the OLS-IV Puzzle," IZA Discussion Papers 1585, Institute of Labor Economics (IZA).
  68. Gibbons Charles E. & Suárez Serrato Juan Carlos & Urbancic Michael B., 2019. "Broken or Fixed Effects?," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-12, January.
  69. Rizzotto, Júlia Sbroglio & França, Marco Túlio Aniceto, 2022. "Indiscipline: The school climate of Brazilian schools and the impact on student performance," International Journal of Educational Development, Elsevier, vol. 94(C).
  70. Francis Menjo Baye & Boniface Ngah Epo, 2015. "Impact of Human Capital Endowments on Inequality of Outcomes in Cameroon," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(1), pages 93-118, March.
  71. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
  72. Grönqvist, Hans & Niknami, Susan & Robling, P-O, 2015. "Childhood Exposure to Segregation and Long-Run Criminal Involvement - Evidence from the “Whole of Sweden” Strategy#," Working Paper Series 1/2015, Stockholm University, Swedish Institute for Social Research.
  73. Giovanni Cerulli & Roberto Gabriele & Enrico Tundis, 2014. "Evaluating locally-based policies in the presence of neighbourhood effects: The case of touristic accommodation in the Garda district of Trentino," ERSA conference papers ersa14p715, European Regional Science Association.
  74. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
  75. DiTraglia, Francis J. & García-Jimeno, Camilo & O’Keeffe-O’Donovan, Rossa & Sánchez-Becerra, Alejandro, 2023. "Identifying causal effects in experiments with spillovers and non-compliance," Journal of Econometrics, Elsevier, vol. 235(2), pages 1589-1624.
  76. Tambi Mbu Daniel, 2019. "Quantifying the Effects of Climate Change on Crop Production," Journal of Social and Economic Statistics, Sciendo, vol. 8(1), pages 26-42, July.
  77. Wooldridge, Jeffrey M., 2003. "Further results on instrumental variables estimation of average treatment effects in the correlated random coefficient model," Economics Letters, Elsevier, vol. 79(2), pages 185-191, May.
  78. Escanciano, Juan Carlos, 2023. "Irregular identification of structural models with nonparametric unobserved heterogeneity," Journal of Econometrics, Elsevier, vol. 234(1), pages 106-127.
  79. Mbu Daniel Tambi, 2014. "Modeling The Effects of Mother’s Age at First Birth on Child Health at Birth," Asian Journal of Economic Modelling, Asian Economic and Social Society, vol. 2(1), pages 1-17, March.
  80. Ndamsa Dickson Thomas & Baye Mendjo Francis & Epo Boniface Ngah, 2013. "Responsiveness of Private Sector Household Income to Employment Vulnerability in Cameroon," EuroEconomica, Danubius University of Galati, issue 1(32), pages 153-177, May.
  81. Giovanni Cerulli, 2014. "CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment," CERIS Working Paper 201405, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
  82. Christopher Baum & Giovanni Cerulli, CNR-IRCrES, 2016. "Estimating a dose-response function with heterogeneous response to confounders when treatment is continuous and endogenous," EcoMod2016 9388, EcoMod.
  83. Cerulli, Giovanni, 2014. "The Impact of Technological Capabilities on Invention: An Investigation Based on Country Responsiveness Scores," World Development, Elsevier, vol. 59(C), pages 147-165.
  84. De Blander, Rembert, 2010. "A simple estimator for the correlated random coefficient model," Economics Letters, Elsevier, vol. 106(3), pages 158-161, March.
  85. Breen, Richard & Ermisch, John, 2021. "Instrumental Variable Estimation in Demographic Studies: The LATE interpretation of the IV estimator with heterogenous effects," SocArXiv vx9m7, Center for Open Science.
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