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Estimating count data models with endogenous switching: Sample selection and endogenous treatment effects

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Cited by:

  1. Freund, Deborah A. & Kniesner, Thomas J. & LoSasso, Anthony T., 1999. "Dealing with the common econometric problems of count data with excess zeros, endogenous treatment effects, and attrition bias," Economics Letters, Elsevier, vol. 62(1), pages 7-12, January.
  2. J. M. C. Santos Silva & Silvana Tenreyro, 2015. "Trading Partners and Trading Volumes: Implementing the Helpman–Melitz–Rubinstein Model Empirically," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(1), pages 93-105, February.
  3. Miranda, Alfonso, 2004. "FIML estimation of an endogenous switching model for count data," Stata Journal, StataCorp LP, vol. 4(1), pages 1-10.
  4. Greene, William, 2007. "Functional Form and Heterogeneity in Models for Count Data," Foundations and Trends(R) in Econometrics, now publishers, vol. 1(2), pages 113-218, August.
  5. Marra, Giampiero & Wyszynski, Karol, 2016. "Semi-parametric copula sample selection models for count responses," Computational Statistics & Data Analysis, Elsevier, vol. 104(C), pages 110-129.
  6. Marra, Giampiero & Radice, Rosalba, 2013. "Estimation of a regression spline sample selection model," Computational Statistics & Data Analysis, Elsevier, vol. 61(C), pages 158-173.
  7. repec:fgv:epgrbe:v:66:n:4:a:3 is not listed on IDEAS
  8. Chai Cheng, T., 2011. "Measuring the effects of removing subsidies for private insurance on public expenditure for health care," Health, Econometrics and Data Group (HEDG) Working Papers 11/32, HEDG, c/o Department of Economics, University of York.
  9. Maria Chiara Di Guardo & Kathryn Rudie Harrigan & Elona Marku, 2019. "M&A and diversification strategies: what effect on quality of inventive activity?," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 23(3), pages 669-692, September.
  10. Karol Wyszynski & Giampiero Marra, 2018. "Sample selection models for count data in R," Computational Statistics, Springer, vol. 33(3), pages 1385-1412, September.
  11. Gary Madden & Erik Bohlin & Thien Tran & Aaron Morey, 2014. "Spectrum Licensing, Policy Instruments and Market Entry," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(3), pages 277-298, May.
  12. Vondolia, Godwin Kofi & Eggert, Håkan & Stage, Jesper, "undated". "Nudging Boserup? The Impact of Fertilizer Subsidies on Investment in Soil and Water Conservation," Discussion Papers dp-12-08-efd, Resources For the Future.
  13. Kevin E. Staub, 2009. "Simple tests for exogeneity of a binary explanatory variable in count data regression models," SOI - Working Papers 0904, Socioeconomic Institute - University of Zurich.
  14. Stiebale, Joel, 2016. "Cross-border M&As and innovative activity of acquiring and target firms," Journal of International Economics, Elsevier, vol. 99(C), pages 1-15.
  15. Eddy Bekkers & Joseph F. Francois & Hugo Rojas†Romagosa, 2018. "Melting Ice Caps and the Economic Impact of Opening the Northern Sea Route," Economic Journal, Royal Economic Society, vol. 128(610), pages 1095-1127, May.
  16. Gamal Atallah & Gabriel Rodríguez, 2006. "Indirect patent citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 67(3), pages 437-465, June.
  17. Miranda, Alfonso & Rabe-Hesketh, Sophia, 2006. "Maximum likelihood estimation of endogenous switching and sample selection models for binary, ordinal, and count variables," Stata Journal, StataCorp LP, vol. 6(3), pages 1-24.
  18. Sènakpon F.A. Dedehouanou & Dugassa Aichatou Ousseini & Abdoulaziz Laouali Harouna & Jabir Maimounata, 2015. "Spillovers from Off-farm Self-Employment Opportunities in Rural NIGER," Working Papers 2015/03, Maastricht School of Management.
  19. Fahlenbrach, Rüdiger, 2009. "Founder-CEOs, Investment Decisions, and Stock Market Performance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(2), pages 439-466, April.
  20. Abdulbaki Bilgic & Wojciech Florkowski, 2009. "The impact of license regulation on the number of recreation trips: is it worth considering?," Journal of Regulatory Economics, Springer, vol. 35(1), pages 45-69, February.
  21. Angioloni, Simone & Sherry, Erin & Wu, Ziping, 2017. "Evaluating the Effectiveness of Axis 3-LEADER Grants on Job Creation," 91st Annual Conference, April 24-26, 2017, Royal Dublin Society, Dublin, Ireland 258643, Agricultural Economics Society.
  22. Boris Kaiser, 2013. "Decomposing Differences in Arithmetic Means: A Doubly-Robust Estimation Approach," Diskussionsschriften dp1308, Universitaet Bern, Departement Volkswirtschaft.
  23. repec:spr:stmapp:v:28:y:2019:i:1:d:10.1007_s10260-018-0427-1 is not listed on IDEAS
  24. Anikó Bíró, 2014. "Supplementary private health insurance and health care utilization of people aged 50+," Empirical Economics, Springer, vol. 46(2), pages 501-524, March.
  25. Jochmans, Koen, 2015. "Multiplicative-error models with sample selection," Journal of Econometrics, Elsevier, vol. 184(2), pages 315-327.
  26. Peter Egger & Mario Larch & Kevin E. Staub & Rainer Winkelmann, 2011. "The Trade Effects of Endogenous Preferential Trade Agreements," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 113-143, August.
  27. Massimiliano Bratti & Alfonso Miranda, 2010. "Non‐pecuniary returns to higher education: the effect on smoking intensity in the UK," Health Economics, John Wiley & Sons, Ltd., vol. 19(8), pages 906-920, August.
  28. Paulo Arvate & Vladimir Ponczek, 2008. "Municipality secession, voter’s preference and persistence of power," Working Papers 08_07, Universidade de São Paulo, Faculdade de Economia, Administração e Contabilidade de Ribeirão Preto.
  29. Echávarri Aguinaga, Rebeca, 2009. "Education and the dynamics of family decisions," DFAEII Working Papers 2009-01, University of the Basque Country - Department of Foundations of Economic Analysis II.
  30. Sam, Abdoul G., 2009. "Impact of Government-Sponsored Pollution Prevention Practices on Environmental Compliance and Enforcement: Evidence from a Sample of US Manufacturing Facilities," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49306, Agricultural and Applied Economics Association.
  31. Elisa Alvarez-Garrido & Gary Dushnitsky, 2016. "Are entrepreneurial venture's innovation rates sensitive to investor complementary assets? Comparing biotech ventures backed by corporate and independent VCs," Strategic Management Journal, Wiley Blackwell, vol. 37(5), pages 819-834, May.
  32. Engelstätter, Benjamin, 2009. "Enterprise systems and innovations," ZEW Discussion Papers 09-086, ZEW - Leibniz Centre for European Economic Research.
  33. Bratti, Massimiliano & Miranda, Alfonso, 2010. "Endogenous Treatment Effects for Count Data Models with Sample Selection or Endogenous Participation," IZA Discussion Papers 5372, Institute of Labor Economics (IZA).
  34. Andrés Ramírez Hassan & Johnatan Cardona Jimenez & Ramiro Cadavid Montoya, 2011. "The impact of subsidized health insurance on the poor in Colombia: Evaluating the case of Medellin," Documentos de Trabajo CIEF 010602, Universidad EAFIT.
  35. David C. Maré & Andrew Coleman, 2011. "Estimating the determinants of population location in Auckland," Working Papers 11_07, Motu Economic and Public Policy Research.
  36. Alfonso Miranda, 2003. "Socio-economic characteristics, completed fertility, and the transition from low to high order parities in Mexico," Labor and Demography 0308001, University Library of Munich, Germany.
  37. Donald S. Kenkel & Joseph V. Terza, 2001. "The effect of physician advice on alcohol consumption: count regression with an endogenous treatment effect," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(2), pages 165-184.
  38. Partha Deb & Pravin K. Trivedi, 2012. "Empirical Models of Health Care Use," Chapters, in: Andrew M. Jones (ed.), The Elgar Companion to Health Economics, Second Edition, chapter 14, Edward Elgar Publishing.
  39. Abdoul Sam, 2010. "Impact of government-sponsored pollution prevention practices on environmental compliance and enforcement: evidence from a sample of US manufacturing facilities," Journal of Regulatory Economics, Springer, vol. 37(3), pages 266-286, June.
  40. Andr? Romeu-Santana & ?gel M. Vera-Hern?dez, "undated". "A Semi-Nonparametric Estimator For Counts With An Endogenous Dummy. Variable," UFAE and IAE Working Papers 452.00, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
  41. Chai Cheng, T & Vahid, F, 2010. "Demand for hospital care and private health insurance in a mixed publicprivate system: empirical evidence using a simultaneous equation modeling approach," Health, Econometrics and Data Group (HEDG) Working Papers 10/25, HEDG, c/o Department of Economics, University of York.
  42. Qiaowei Shen & Ping Xiao, 2014. "McDonald's and KFC in China: Competitors or Companions?," Marketing Science, INFORMS, vol. 33(2), pages 287-307, March.
  43. Andrés Romeu & Marcos Vera-Hernández, 2005. "Counts with an endogenous binary regressor: A series expansion approach," Econometrics Journal, Royal Economic Society, vol. 8(1), pages 1-22, March.
  44. William Greene, 2007. "Discrete Choice Modeling," Working Papers 07-6, New York University, Leonard N. Stern School of Business, Department of Economics.
  45. Gabriel Felbermayr & Mario Larch & Finn Krüger & Lisandra Flach & Erdal Yalcin & Sebastian Benz, 2013. "Dimensionen und Auswirkungen eines Freihandelsabkommens zwischen der EU und den USA," ifo Forschungsberichte, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 62, October.
  46. Sara Amoroso & Simone Vannuccini, 2019. "Teaming up with Large R&D Investors: Good or Bad for Knowledge Production and Diffusion?," SPRU Working Paper Series 2019-20, SPRU - Science Policy Research Unit, University of Sussex Business School.
  47. Robert Innes & Abdoul G. Sam, 2008. "Voluntary Pollution Reductions and the Enforcement of Environmental Law: An Empirical Study of the 33/50 Program," Journal of Law and Economics, University of Chicago Press, vol. 51(2), pages 271-296, May.
  48. 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.
  49. Carpio, Carlos E. & Wohlgenant, Michael K. & Boonsaeng, Tullaya, 2008. "The Demand for Agritourism in the United States," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 33(2), pages 1-16.
  50. Partha Deb & Pravin K. Trivedi, 2002. "Specification and Simulated Likelihood Estimation of a Non-normal Outcome Model with Selection: Application to Health Care Utilization," Economics Working Paper Archive at Hunter College 02/5, Hunter College Department of Economics, revised 2004.
  51. Oya, Kosuke, 2005. "Properties of estimators of count data model with endogenous switching," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 68(5), pages 536-544.
  52. Alfonso Miranda, 2010. "A double-hurdle count model for completed fertility data from the developing world," DoQSS Working Papers 10-01, Department of Quantitative Social Science - UCL Institute of Education, University College London.
  53. James E. Prieger, "undated". "A Generalized Parametric Selection Model for Non-Normal Data," Department of Economics 00-09, California Davis - Department of Economics.
  54. Francois Degeorge & Francois Derrien & Kent L. Womack, 2007. "Analyst Hype in IPOs: Explaining the Popularity of Bookbuilding," Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1021-1058.
  55. Baye, Michael & GATTI, RUPERT J & Kattuman, Paul & Morgan, John, 2004. "Estimating Firm-Level Demand at a Price Comparison Site: Accounting for Shoppers and the Number of Competitors," Competition Policy Center, Working Paper Series qt923692d1, Competition Policy Center, Institute for Business and Economic Research, UC Berkeley.
  56. Kim, Sung-Yong & Nayga, Rodolfo M. & Capps, Oral, 2001. "Health Knowledge and Consumer Use of Nutritional Labels: The Issue Revisited," Agricultural and Resource Economics Review, Cambridge University Press, vol. 30(1), pages 10-19, April.
  57. C. Chu & Seik Kim & Wen-Jen Tsay, 2014. "Coresidence With Husband’s Parents, Labor Supply, and Duration to First Birth," Demography, Springer;Population Association of America (PAA), vol. 51(1), pages 185-204, February.
  58. Nkegbe, Paul Kwame & Shankar, Bhavani, 2014. "Adoption intensity of soil and water conservation practices by smallholders: evidence from Northern Ghana," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 3(2), pages 1-16, August.
  59. Stiebale, Joel, 2012. "Cross-Border M&A and Innovative Activity: Firm-Level Evidence," Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62027, Verein für Socialpolitik / German Economic Association.
  60. Andrea Fosfuri & Marco S. Giarratana & Alessandra Luzzi, 2005. "Firm Assets and Investments in Open Source Software Products," DRUID Working Papers 05-10, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
  61. William Greene, 2010. "A stochastic frontier model with correction for sample selection," Journal of Productivity Analysis, Springer, vol. 34(1), pages 15-24, August.
  62. William Greene, 2014. "Models for ordered choices," Chapters, in: Stephane Hess & Andrew Daly (ed.), Handbook of Choice Modelling, chapter 15, pages 333-362, Edward Elgar Publishing.
  63. Munkin, Murat K., 2003. "The MCMC and SML estimation of a self-selection model with two outcomes," Computational Statistics & Data Analysis, Elsevier, vol. 42(3), pages 403-424, March.
  64. Michael Creel, 2002. "Hausman Tests for Inefficient Estimators: Application to Demand for Health Care Service (revised)," UFAE and IAE Working Papers 509.02, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
  65. Myoung-Jae Lee, 2004. "Selection correction and sensitivity analysis for ordered treatment effect on count response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(3), pages 323-337.
  66. Maksym, Obrizan, 2010. "A Bayesian Model of Sample Selection with a Discrete Outcome Variable," MPRA Paper 28577, University Library of Munich, Germany.
  67. repec:bla:reviec:v:26:y:2018:i:4:p:743-767 is not listed on IDEAS
  68. Bilgic, Abdulbaki & Florkowski, Wojciech J., 2003. "Explaning Anglers Behavior Using Count Data Models With Endogenous Switching Regime," 2003 Annual meeting, July 27-30, Montreal, Canada 22087, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  69. Toni Mora, 2008. "The relevance of satisfaction with coverage for health care utilization: evidence from Catalonia," Hacienda Pública Española, IEF, vol. 184(1), pages 99-116, April.
  70. David C. Maré & Andrew Coleman, 2011. "Patterns of business location in Auckland," Working Papers 11_08, Motu Economic and Public Policy Research.
  71. Quintana-Garci­a, Cristina & Benavides-Velasco, Carlos A., 2008. "Innovative competence, exploration and exploitation: The influence of technological diversification," Research Policy, Elsevier, vol. 37(3), pages 492-507, April.
  72. Kevin E. Staub, 2014. "A Causal Interpretation of Extensive and Intensive Margin Effects in Generalized Tobit Models," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 371-375, May.
  73. repec:spr:empeco:v:55:y:2018:i:4:d:10.1007_s00181-017-1342-2 is not listed on IDEAS
  74. Wen-Jen Tsay, 2007. "The Fertility of Second-Generation Political Immigrants in Taiwan," IEAS Working Paper : academic research 07-A004, Institute of Economics, Academia Sinica, Taipei, Taiwan.
  75. Martin Schellhorn, 2001. "The effect of variable health insurance deductibles on the demand for physician visits," Health Economics, John Wiley & Sons, Ltd., vol. 10(5), pages 441-456.
  76. Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
  77. Jörgen Hellström & Jonas Nordström, 2008. "A count data model with endogenous household specific censoring: the number of nights to stay," Empirical Economics, Springer, vol. 35(1), pages 179-192, August.
  78. Brännäs, Kurt & Eriksson, Maria, 1997. "Endogeneity in a Binomial Model," Umeå Economic Studies 440, Umeå University, Department of Economics.
  79. Robert Stelter, 2016. "Fertility and health insurance types in Germany," Discussion Papers (IRES - Institut de Recherches Economiques et Sociales) 2016021, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
  80. R. Winkelmann, 1998. "Count data models with selectivity," Econometric Reviews, Taylor & Francis Journals, vol. 17(4), pages 339-359.
  81. 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.
  82. William Greene, 2006. "A General Approach to Incorporating Selectivity in a Model," Working Papers 06-10, New York University, Leonard N. Stern School of Business, Department of Economics.
  83. William Greene, 2009. "Models for count data with endogenous participation," Empirical Economics, Springer, vol. 36(1), pages 133-173, February.
  84. Burda, Martin & Harding, Matthew & Hausman, Jerry, 2012. "A Poisson mixture model of discrete choice," Journal of Econometrics, Elsevier, vol. 166(2), pages 184-203.
  85. Bago, Jean-Louis & Ouédraogo, Moussa & Akakpo, Koffi & Lompo, Miaba Louise & Souratié, Wamadini M. & Ouédraogo, Ernest, 2019. "Early Childhood Education and Children Development : Evidence from Ghana," MPRA Paper 95868, University Library of Munich, Germany.
  86. Hiroaki Masuhara, 2008. "Semi-nonparametric count data estimation with an endogenous binary variable," Economics Bulletin, AccessEcon, vol. 3(42), pages 1-13.
  87. Munkin, Murat K. & Trivedi, Pravin K., 2003. "Bayesian analysis of a self-selection model with multiple outcomes using simulation-based estimation: an application to the demand for healthcare," Journal of Econometrics, Elsevier, vol. 114(2), pages 197-220, June.
  88. Andrea Fosfuri & Marco S. Giarratana & Alessandra Luzzi, 2008. "The Penguin Has Entered the Building: The Commercialization of Open Source Software Products," Organization Science, INFORMS, vol. 19(2), pages 292-305, April.
  89. Martin Schellhorn, 2001. "A Comparison of Alternative Methods to Model Endogeneity in Count Models. An Application to the Demand for Health Care and Health Insurance Choice," Social and Economic Dimensions of an Aging Population Research Papers 40, McMaster University.
  90. Geneviève Vallée, 2018. "How Long Does It Take You to Pay? A Duration Study of Canadian Retail Transaction Payment Times," Staff Working Papers 18-46, Bank of Canada.
  91. Pearcy, Jason & Savage, Scott J., 2015. "Actual and potential competition in international telecommunications," International Journal of Industrial Organization, Elsevier, vol. 42(C), pages 94-105.
  92. Khoury, Theodore A. & Pleggenkuhle-Miles, Erin G., 2011. "Shared inventions and the evolution of capabilities: Examining the biotechnology industry," Research Policy, Elsevier, vol. 40(7), pages 943-956, September.
  93. James E. Prieger, "undated". "A Generalized Parametric Selection Model for Non-Normal Data," Department of Economics 00-09, California Davis - Department of Economics.
  94. Emilio Parrado & Chenoa Flippen & Chris McQuiston, 2005. "Migration and relationship power among mexican women," Demography, Springer;Population Association of America (PAA), vol. 42(2), pages 347-372, May.
  95. Boris Kaiser, 2016. "Decomposing differences in arithmetic means: a doubly robust estimation approach," Empirical Economics, Springer, vol. 50(3), pages 873-899, May.
  96. David Zimmer, 2010. "The effect of double coverage on health care utilization of children," Applied Economics, Taylor & Francis Journals, vol. 42(24), pages 3105-3117.
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