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Further results on instrumental variables estimation of average treatment effects in the correlated random coefficient model

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  1. 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.
  2. Salvanes, Kjell G & Aakvik, Arild & Vaage, Kjell, 2003. "Measuring Heterogeneity in the Returns to Education in Norway Using Educational Reforms," CEPR Discussion Papers 4088, C.E.P.R. Discussion Papers.
  3. David Granlund & Miyase Koksal-Ayhan, 2015. "Parallel imports and a mandatory substitution reform: a kick or a muff for price competition in pharmaceuticals?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(9), pages 969-983, December.
  4. Xavier d'Haultfoeuille & Stefan Hoderlein & Yuya Sasaki, 2013. "Nonlinear difference-in-differences in repeated cross sections with continuous treatments," CeMMAP working papers CWP40/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  5. Jing Guan & J. D. Tena, 2021. "Does Sport Affect Health and Well-Being or Is It the Other Way Around? A Note on Reverse-Causality in Empirical Applications," Journal of Sports Economics, , vol. 22(2), pages 218-226, February.
  6. 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.
  7. Michler, Jeffrey D. & Baylis, Kathy & Arends-Kuenning, Mary & Mazvimavi, Kizito, 2019. "Conservation agriculture and climate resilience," Journal of Environmental Economics and Management, Elsevier, vol. 93(C), pages 148-169.
  8. 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.
  9. Åslund, Olof & Fredriksson, Peter, 2005. "Ethnic enclaves and welfare cultures - quasi-experimental evidence," Working Paper Series 2005:8, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  10. 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.
  11. Joshua D. Angrist, 2004. "Treatment effect heterogeneity in theory and practice," Economic Journal, Royal Economic Society, vol. 114(494), pages 52-83, March.
  12. Kafilah Lola GOLD & Rajah RASIAH & Kian Teng KWEK & Murtala MUHAMMAD, 2020. "Export Determinants of China’s FDI in Africa: Empirical Evidence from Oil/Minerals Exporting African Countries," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 119-133, September.
  13. Mintz, Ofer & Gilbride, Timothy J. & Lenk, Peter & Currim, Imran S., 2021. "The right metrics for marketing-mix decisions," International Journal of Research in Marketing, Elsevier, vol. 38(1), pages 32-49.
  14. Aakvik, Arild & Salvanes, Kjell G. & Vaage, Kjell, 2010. "Measuring heterogeneity in the returns to education using an education reform," European Economic Review, Elsevier, vol. 54(4), pages 483-500, May.
  15. Ferreira Sequeda, M.T. & de Grip, A. & van der Velden, R.K.W., 2015. "Does on-the-job informal learning in OECD countries differ by contract duration," Research Memorandum 021, Maastricht University, Graduate School of Business and Economics (GSBE).
  16. 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.
  17. Iselin, Michael & Nicoletti, Allison, 2017. "The effects of SFAS 157 disclosures on investment decisions," Journal of Accounting and Economics, Elsevier, vol. 63(2), pages 404-427.
  18. Klein, Tobias J., 2010. "Heterogeneous treatment effects: Instrumental variables without monotonicity?," Journal of Econometrics, Elsevier, vol. 155(2), pages 99-116, April.
  19. Maria De Paola, 2011. "Easy grading practices and supply–demand factors: evidence from Italy," Empirical Economics, Springer, vol. 41(2), pages 227-246, October.
  20. 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.
  21. 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.
  22. Lídia Farré & Roger Klein & Francis Vella, 2013. "A parametric control function approach to estimating the returns to schooling in the absence of exclusion restrictions: an application to the NLSY," Empirical Economics, Springer, vol. 44(1), pages 111-133, February.
  23. Çetin, Ahmet Burak, 2019. "The Effect of Economic and Political Institutions on Economic Growth: The Case of Developed Countries and Emerging Market Economies," Bulletin of Economic Theory and Analysis, BETA Journals, vol. 4(2), pages 1-31, December.
  24. Aldashev, Gani & Zanarone, Giorgio, 2017. "Endogenous enforcement institutions," Journal of Development Economics, Elsevier, vol. 128(C), pages 49-64.
  25. Nicoletti, Cheti & Tonei, Valentina, 2020. "Do parental time investments react to changes in child’s skills and health?," European Economic Review, Elsevier, vol. 127(C).
  26. Khorshed Alam & Adewuyi A. Adeyinka, 2021. "Does innovation stimulate performance? The case of small and medium enterprises in regional Australia," Australian Economic Papers, Wiley Blackwell, vol. 60(3), pages 496-519, September.
  27. Khan, Naimat U. & Shah Jehan, Qurat Ul Ain & Shah, Attaullah, 2017. "Impact of taxation on dividend policy: Evidence from Pakistan," Research in International Business and Finance, Elsevier, vol. 42(C), pages 365-375.
  28. Ferreira, Maria & de Grip, Andries & van der Velden, Rolf, 2018. "Does informal learning at work differ between temporary and permanent workers? Evidence from 20 OECD countries," Labour Economics, Elsevier, vol. 55(C), pages 18-40.
  29. 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.
  30. Juan Carlos Escanciano, 2020. "Irregular Identification of Structural Models with Nonparametric Unobserved Heterogeneity," Papers 2005.08611, arXiv.org.
  31. Verkaart, Simone & Munyua, Bernard G. & Mausch, Kai & Michler, Jeffrey D., 2017. "Welfare impacts of improved chickpea adoption: A pathway for rural development in Ethiopia?," Food Policy, Elsevier, vol. 66(C), pages 50-61.
  32. 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.
  33. Chen, Xuanjuan & Yao, Tong & Yu, Tong & Zhang, Ting, 2014. "Learning and incentive: A study on analyst response to pension underfunding," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 26-42.
  34. Jeffrey M. Wooldridge, 2004. "Estimating average partial effects under conditional moment independence assumptions," CeMMAP working papers 03/04, Institute for Fiscal Studies.
  35. 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.
  36. T. O. Ojo & L. J. S. Baiyegunhi, 2020. "Determinants of credit constraints and its impact on the adoption of climate change adaptation strategies among rice farmers in South-West Nigeria," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-15, December.
  37. J. P. Florens & J. J. Heckman & C. Meghir & E. Vytlacil, 2008. "Identification of Treatment Effects Using Control Functions in Models With Continuous, Endogenous Treatment and Heterogeneous Effects," Econometrica, Econometric Society, vol. 76(5), pages 1191-1206, September.
  38. Bora Kim, 2020. "Analysis of Randomized Experiments with Network Interference and Noncompliance," Papers 2012.13710, arXiv.org.
  39. 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.
  40. Dean Judith M & Signoret José E & Feinberg Robert M. & Ludema Rodney D. & Ferrantino Michael J, 2009. "Estimating the Price Effects of Non-Tariff Barriers," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-41, March.
  41. 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.
  42. McCarthy, Nancy & Kilic, Talip & Brubaker, Joshua & Fuente, Alejandro de la & Murray, Siobhan, 2021. "Recurrent Climatic Shocks and Humanitarian Aid: Impacts on Livelihood Outcomes in Malawi," 2021 Conference, August 17-31, 2021, Virtual 315324, International Association of Agricultural Economists.
  43. Granlund David & Köksal-Ayhan Miyase Yesim, 2016. "EU Enlargement, Parallel Trade and Price Competition in Pharmaceuticals: Has the Price Competition increased?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 16(2), pages 1069-1092, April.
  44. Samuele Centorrino & Aman Ullah & Jing Xue, 2019. "Semiparametric Estimation of Correlated Random Coefficient Models without Instrumental Variables," Papers 1911.06857, arXiv.org.
  45. Brendan Kline & Justin L. Tobias, 2008. "The wages of BMI: Bayesian analysis of a skewed treatment-response model with nonparametric endogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(6), pages 767-793.
  46. 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.
  47. Mwalughali, Obed Gilbert Fredrick, 2013. "The Impact Of Community Savings And Investment Promotion Program On Household Income And Credit Market Participation In Kasungu District, Central Malawi," Research Theses 157595, Collaborative Masters Program in Agricultural and Applied Economics.
  48. Ahmed MUSABEH & Mehdi ZOUAOUI, 2020. "Policies and Variables affecting FDI: A Panel Data Analysis of North African Countries," Journal of Economic Policy Researches, Istanbul University, Faculty of Economics, vol. 7(1), pages 1-20, January.
  49. DePaula, Guilherme, 2023. "Bundled contracts and technological diffusion: Evidence from the Brazilian soybean boom," Journal of Development Economics, Elsevier, vol. 165(C).
  50. Klein, T.J., 2010. "Heterogeneous treatment effects : Instrumental variables without monotonicity?," Other publications TiSEM 0ec85b01-ab6a-4c2a-9e23-1, Tilburg University, School of Economics and Management.
  51. Bai, Xiaoou & Tsang, Eric W.K. & Xia, Wei, 2020. "Domestic versus foreign listing: Does a CEO's educational experience matter?," Journal of Business Venturing, Elsevier, vol. 35(1).
  52. Kafilah Lola Gold, 2022. "The determinant of Chinese foreign direct investments in oil exporting African countries," Contemporary Economic Policy, Western Economic Association International, vol. 40(3), pages 476-490, July.
  53. 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.
  54. Alejandro Sanchez-Becerra, 2022. "The Network Propensity Score: Spillovers, Homophily, and Selection into Treatment," Papers 2209.14391, arXiv.org.
  55. Davaadorj, Zagdbazar, 2019. "Does social capital affect dividend policy?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 22(C), pages 116-128.
  56. Maria Cancian & Carolyn J. Heinrich & Yiyoon Chung, 2013. "Discouraging Disadvantaged Fathers’ Employment: An Unintended Consequence of Policies Designed to Support Families," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 32(4), pages 758-784, September.
  57. Lee, Seul Ki, 2015. "Quality differentiation and conditional spatial price competition among hotels," Tourism Management, Elsevier, vol. 46(C), pages 114-122.
  58. 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).
  59. Davide Antonioli & Georgios Gioldasis & Antonio Musolesi, 2018. "Estimating a non-neutral production function: a heterogeneous treatment effect approach," SEEDS Working Papers 0618, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Mar 2018.
  60. 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).
  61. Timothy D. Hubbard & Dane M. Christensen & Scott D. Graffin, 2017. "Higher Highs and Lower Lows: The Role of Corporate Social Responsibility in CEO Dismissal," Strategic Management Journal, Wiley Blackwell, vol. 38(11), pages 2255-2265, November.
  62. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
  63. 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.
  64. Escanciano, Juan Carlos, 2023. "Irregular identification of structural models with nonparametric unobserved heterogeneity," Journal of Econometrics, Elsevier, vol. 234(1), pages 106-127.
  65. 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.
  66. De Blander, Rembert, 2010. "A simple estimator for the correlated random coefficient model," Economics Letters, Elsevier, vol. 106(3), pages 158-161, March.
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