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A Note on Identification in the Multinomial Probit Model

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Cited by:

  1. H. Lehmann & T. Razzolini & A. Zaiceva, 2011. "Job Separations, Job Loss and Informality in the Russian Labor Market," Working Papers wp800, Dipartimento Scienze Economiche, Universita' di Bologna.
  2. Lehmann, Hartmut & Razzolini, Tiziano & Zaiceva, Anzelika, 2011. "Job Separations and Informality in the Russian Labor Market," IZA Discussion Papers 6230, Institute of Labor Economics (IZA).
  3. Luigi Benfratello & Tiziano Razzolini & Alessandro Sembenelli, 2009. "Does ICT Investment Spur or Hamper Offshoring? Empirical Evidence from Microdata," Working papers 05, Former Department of Economics and Public Finance "G. Prato", University of Torino.
  4. Clark, Andrew E. & Etile, Fabrice, 2006. "Don't give up on me baby: Spousal correlation in smoking behaviour," Journal of Health Economics, Elsevier, vol. 25(5), pages 958-978, September.
  5. Glenn W. Harrison & Morten I. Lau & Hong Il Yoo, 2020. "Risk Attitudes, Sample Selection, and Attrition in a Longitudinal Field Experiment," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 552-568, July.
  6. Fabian Dunker & Stefan Hoderlein & Hiroaki Kaido, 2017. "Nonparametric identification of random coefficients in endogenous and heterogeneous aggregate demand models," CeMMAP working papers CWP11/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  7. Ii, Masako & Ohkusa, Yasushi, 2002. "Should the Coinsurance Rate Be Increased in the Case of the Common Cold? An Analysis Based on an Original Survey," Journal of the Japanese and International Economies, Elsevier, vol. 16(3), pages 353-371, September.
  8. Fabian Dunker & Stefan Hoderlein & Hiroaki Kaido, 2014. "Nonparametric Identification of Endogenous and Heterogeneous Aggregate Demand Models: Complements, Bundles and the Market Level," Boston University - Department of Economics - Working Papers Series 2014-005, Boston University - Department of Economics.
  9. Donald Boyd & Hamilton Lankford & Susanna Loeb & James Wyckoff, 2013. "Analyzing the Determinants of the Matching of Public School Teachers to Jobs: Disentangling the Preferences of Teachers and Employers," Journal of Labor Economics, University of Chicago Press, vol. 31(1), pages 83-117.
  10. Fernandez-Cornejo, Jorge & Wechsler, Seth James, 2012. "Fifteen Years Later: Examining the Adoption of Bt Corn Varieties by U.S. Farmers," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124257, Agricultural and Applied Economics Association.
  11. Matthew Gentzkow, 2007. "Valuing New Goods in a Model with Complementarity: Online Newspapers," American Economic Review, American Economic Association, vol. 97(3), pages 713-744, June.
  12. van Dijk, Bram & Paap, Richard, 2008. "Explaining individual response using aggregated data," Journal of Econometrics, Elsevier, vol. 146(1), pages 1-9, September.
  13. Hai Che & Tülin Erdem & T. Öncü, 2015. "Consumer learning and evolution of consumer brand preferences," Quantitative Marketing and Economics (QME), Springer, vol. 13(3), pages 173-202, September.
  14. Randall K. Filer & Marjorie Honig, 2005. "Endogenous Pensions and Retirement Behavior," Economics Working Paper Archive at Hunter College 410, Hunter College Department of Economics.
  15. Daniele Fabbri & Chiara Monfardini, 2016. "Opt Out or Top Up? Voluntary Health Care Insurance and the Public vs. Private Substitution," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(1), pages 75-93, February.
  16. Dimitris Christelis & Raquel Fonseca, 2015. "Labor Market Policies and Self-Employment Transitions of Older Workers," Cahiers de recherche 1516, Chaire de recherche Industrielle Alliance sur les enjeux économiques des changements démographiques.
  17. Inkmann, Joachim, 2001. "Accounting for Nonresponse Heterogeneity in Panel Data," CoFE Discussion Papers 01/03, University of Konstanz, Center of Finance and Econometrics (CoFE).
  18. Chiara Monfardini & Joao Santos Silva, 2008. "What can we learn about correlations from multinomial probit estimates?," Economics Bulletin, AccessEcon, vol. 3(28), pages 1-9.
  19. Siddhartha Chib & Edward Greenberg & Yuxin Chen, 1998. "MCMC Methods for Fitting and Comparing Multinomial Response Models," Econometrics 9802001, University Library of Munich, Germany, revised 06 May 1998.
  20. Paul Gertler & Roland Sturm & Bruce Davidson, 1994. "Information and the Demand for Supplemental Medicare Insurance," NBER Working Papers 4700, National Bureau of Economic Research, Inc.
  21. Richard Blundell & Andrew Shephard, 2012. "Employment, Hours of Work and the Optimal Taxation of Low-Income Families," Review of Economic Studies, Oxford University Press, vol. 79(2), pages 481-510.
  22. Bruce Chapman & Thomas F. Crossley & Taejong Kim, 2002. "Credit Constraints and Training after Job Loss," Department of Economics Working Papers 2002-15, McMaster University.
  23. Massimiliano Bratti, 2005. "Social Class and Undergraduate Degree Subject in the UK," UNIMI - Research Papers in Economics, Business, and Statistics unimi-1015, Universitá degli Studi di Milano.
  24. Quinones, Esteban J. & Barham, Bradford L., 2018. "Endogenous Selection, Migration and Occupation Outcomes for Rural Southern Mexicans," Staff Paper Series 587, University of Wisconsin, Agricultural and Applied Economics.
  25. Arjun Seshadri & Johan Ugander, 2020. "Fundamental Limits of Testing the Independence of Irrelevant Alternatives in Discrete Choice," Papers 2001.07042, arXiv.org.
  26. Patrick Waelbroeck, 2005. "Computational Issues in the Sequential Probit Model: A Monte Carlo Study," Computational Economics, Springer;Society for Computational Economics, vol. 26(2), pages 141-161, October.
  27. Victoria Prowse, 2012. "Modeling Employment Dynamics With State Dependence and Unobserved Heterogeneity," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(3), pages 411-431, April.
  28. Massimiliano Bratti & Alfonso Miranda, 2011. "Endogenous treatment effects for count data models with endogenous participation or sample selection," Health Economics, John Wiley & Sons, Ltd., vol. 20(9), pages 1090-1109, September.
  29. Munkin, Murat K. & Trivedi, Pravin K., 2008. "Bayesian analysis of the ordered probit model with endogenous selection," Journal of Econometrics, Elsevier, vol. 143(2), pages 334-348, April.
  30. 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.
  31. John F. Geweke & Michael P. Keane, 1997. "Mixture of normals probit models," Staff Report 237, Federal Reserve Bank of Minneapolis.
  32. Rabe-Hesketh, Sophia & Skrondal, Anders & Pickles, Andrew, 2005. "Maximum likelihood estimation of limited and discrete dependent variable models with nested random effects," Journal of Econometrics, Elsevier, vol. 128(2), pages 301-323, October.
  33. Young, Gary & Valdez, Emiliano A. & Kohn, Robert, 2009. "Multivariate probit models for conditional claim-types," Insurance: Mathematics and Economics, Elsevier, vol. 44(2), pages 214-228, April.
  34. Keane, Michael P. & Wasi, Nada, 2016. "How to model consumer heterogeneity? Lessons from three case studies on SP and RP data," Research in Economics, Elsevier, vol. 70(2), pages 197-231.
  35. Thomas Carsey & William Berry, 2014. "What’s a losing party to do? The calculus of contesting state legislative elections," Public Choice, Springer, vol. 160(1), pages 251-273, July.
  36. Namkee Ahn & Sara de la Rica & Arantza Ugidos, 1998. "Willingness to Move for Work and Unemployment Duration in Spain," Working Papers wp1998_9801, CEMFI.
  37. Haaijer, Marinus E., 1996. "Predictions in conjoint choice experiments : the x-factor probit model," Research Report 96B22, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  38. Karthik K. Srinivasan & Hani S. Mahmassani, 2005. "A Dynamic Kernel Logit Model for the Analysis of Longitudinal Discrete Choice Data: Properties and Computational Assessment," Transportation Science, INFORMS, vol. 39(2), pages 160-181, May.
  39. Friederike Paetz & Winfried J. Steiner, 2017. "The benefits of incorporating utility dependencies in finite mixture probit models," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 39(3), pages 793-819, July.
  40. M'hand Fares, 2014. "Using a multinomial probit to test for complementarity," Applied Economics Letters, Taylor & Francis Journals, vol. 21(3), pages 180-184, February.
  41. Hai Che & Tülin Erdem & T. Sabri Öncü, 2015. "Consumer learning and evolution of consumer brand preferences," Quantitative Marketing and Economics (QME), Springer, vol. 13(3), pages 173-202, September.
  42. Xingcai Zhou & Xinsheng Liu, 2008. "The Monte Carlo EM method for estimating multinomial probit latent variable models," Computational Statistics, Springer, vol. 23(2), pages 277-289, April.
  43. Ángel López-Nicolás & Marcos Vera-Hernández, 2002. "Are tax subsidies for private medical insurance self-financing? Evidence from a microsimulation model for outpatient and inpatient episodes," Working Papers, Research Center on Health and Economics 632, Department of Economics and Business, Universitat Pompeu Fabra, revised Oct 2004.
  44. Marc P. Freiman & Samuel H. Zuvekas, 2000. "Determinants of ambulatory treatment mode for mental illness," Health Economics, John Wiley & Sons, Ltd., vol. 9(5), pages 423-434, July.
  45. Makoto Chikaraishi & Akimasa Fujiwara & Junyi Zhang & Kay Axhausen, 2011. "Identifying variations and co-variations in discrete choice models," Transportation, Springer, vol. 38(6), pages 993-1016, November.
  46. Maksym, Obrizan, 2010. "A Bayesian Model of Sample Selection with a Discrete Outcome Variable," MPRA Paper 28577, University Library of Munich, Germany.
  47. 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.
  48. McCulloch, Robert E. & Polson, Nicholas G. & Rossi, Peter E., 2000. "A Bayesian analysis of the multinomial probit model with fully identified parameters," Journal of Econometrics, Elsevier, vol. 99(1), pages 173-193, November.
  49. Keane, Michael, 2003. "Comment on “Simulation and Estimation of Hedonic Models” by Heckman, Matzkin and Nesheim," MPRA Paper 55141, University Library of Munich, Germany.
  50. Paolo Buonanno & Dario Pozzoli, 2009. "Early Labour Market Returns to College Subject," LABOUR, CEIS, vol. 23(4), pages 559-588, December.
  51. Christine Barnet-Verzat & François-Charles Wolff, 2001. "L'argent de poche versé aux jeunes : l'apprentissage de l'autonomie financière," Économie et Statistique, Programme National Persée, vol. 343(1), pages 51-72.
  52. Bernal, Raquel & Keane, Michael P., 2010. "Quasi-structural estimation of a model of childcare choices and child cognitive ability production," Journal of Econometrics, Elsevier, vol. 156(1), pages 164-189, May.
  53. Rennings, Klaus & Ziegler, Andreas & Zwick, Thomas, 2001. "Employment changes in environmentally innovative firms," ZEW Discussion Papers 01-46, ZEW - Leibniz Centre for European Economic Research.
  54. B. Larivière & D. Van Den Poel, 2004. "Investigating the role of product features in preventing customer churn, by using survival analysis and choice modeling: The case of financial services," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 04/223, Ghent University, Faculty of Economics and Business Administration.
  55. Judex Hyppolite & Pravin Trivedi, 2012. "Alternative Approaches For Econometric Analysis Of Panel Count Data Using Dynamic Latent Class Models (With Application To Doctor Visits Data)," Health Economics, John Wiley & Sons, Ltd., vol. 21(S1), pages 101-128, June.
  56. Bound, John & Schoenbaum, Michael & Stinebrickner, Todd R. & Waidmann, Timothy, 1999. "The dynamic effects of health on the labor force transitions of older workers," Labour Economics, Elsevier, vol. 6(2), pages 179-202, June.
  57. Tobias Müller & Stefan Boes, 2020. "Disability insurance benefits and labor supply decisions: evidence from a discontinuity in benefit awards," Empirical Economics, Springer, vol. 58(5), pages 2513-2544, May.
  58. Anna Zhu, 2007. "The Effect of Maternal Employment on the Likelihood of a Child Being Overweight," Discussion Papers 2007-17, School of Economics, The University of New South Wales.
  59. Steve Bradley & Rob Crouchley, 2020. "The effects of test scores and truancy on youth unemployment and inactivity: a simultaneous equations approach," Empirical Economics, Springer, vol. 59(4), pages 1799-1831, October.
  60. Kenneth Troske & Alexandru Voicu, 2013. "The effect of the timing and spacing of births on the level of labor market involvement of married women," Empirical Economics, Springer, vol. 45(1), pages 483-521, August.
  61. Fausto Hernández-Trillo & Ricardo Smith-Ramírez, 2009. "Credit Ratings in the Presence of Bailout: The Case of Mexican Subnational Government Debt," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2009), pages 45-79, August.
  62. Heinesen, Eskil & Imai, Susumu & Maruyama, Shiko, 2018. "Employment, job skills and occupational mobility of cancer survivors," Journal of Health Economics, Elsevier, vol. 58(C), pages 151-175.
  63. Gianna Claudia Giannelli & Chiara Monfardini, 2003. "Joint decisions on household membership and human capital accumulation of youths. The role of expected earnings and local markets," Journal of Population Economics, Springer;European Society for Population Economics, vol. 16(2), pages 265-285, May.
  64. Gerd Ronning, 2002. "Estimation Of Discrete Choice Models With Minimal Variation Of Alternative-Specific Variables," Econometric Reviews, Taylor & Francis Journals, vol. 21(1), pages 135-146.
  65. Patricia Cortés & Jessica Pan, 2013. "Outsourcing Household Production: Foreign Domestic Workers and Native Labor Supply in Hong Kong," Journal of Labor Economics, University of Chicago Press, vol. 31(2), pages 327-371.
  66. Andrew T. Ching & Tülin Erdem & Michael P. Keane, 2013. "Learning Models: An Assessment of Progress, Challenges and New Developments," Economics Papers 2013-W07, Economics Group, Nuffield College, University of Oxford.
  67. Li, M. & Ohkusa, Y., 2000. "An Empirical Research of Substitutability between Medical Services and Over-the-Counter Medication. An Analysis of Thirteen Different Minor Ailments," ISER Discussion Paper 0522, Institute of Social and Economic Research, Osaka University.
  68. Sebri, Maamar, 2015. "Use renewables to be cleaner: Meta-analysis of the renewable energy consumption–economic growth nexus," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 657-665.
  69. Tinessa, Fiore, 2021. "Closed-form random utility models with mixture distributions of random utilities: Exploring finite mixtures of qGEV models," Transportation Research Part B: Methodological, Elsevier, vol. 146(C), pages 262-288.
  70. Subodh Dubey & Ishant Sharma & Sabyasachee Mishra & Oded Cats & Prateek Bansal, 2021. "A General Framework to Forecast the Adoption of Novel Products: A Case of Autonomous Vehicles," Papers 2109.06169, arXiv.org.
  71. S. Sriram & Pradeep K. Chintagunta & Manoj K. Agarwal, 2010. "Investigating Consumer Purchase Behavior in Related Technology Product Categories," Marketing Science, INFORMS, vol. 29(2), pages 291-314, 03-04.
  72. Hogan, Vincent, 2004. "The welfare cost of taxation in a labour market with unemployment and non-participation," Labour Economics, Elsevier, vol. 11(4), pages 395-413, August.
  73. Wang, Huiwen & Liu, Qiang & Mok, Henry M.K. & Fu, Linghui & Tse, Wai Man, 2007. "A hyperspherical transformation forecasting model for compositional data," European Journal of Operational Research, Elsevier, vol. 179(2), pages 459-468, June.
  74. Timothy W Guinnane & Susana Mart�nez-Rodr�guez, 2018. "Choice of Enterprise Form: Spain, 1886–1936," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 34(1), pages 1-26.
  75. Stephan Wachtel & Thomas Otter, 2013. "Successive Sample Selection and Its Relevance for Management Decisions," Marketing Science, INFORMS, vol. 32(1), pages 170-185, September.
  76. Liesenfeld, Roman & Richard, Jean-François, 2010. "The dynamic invariant multinomial probit model: Identification, pretesting and estimation," Journal of Econometrics, Elsevier, vol. 155(2), pages 117-127, April.
  77. Arora, Ashish & Forman, Chris & Yoon, Ji Woong, 2010. "Complementarity and information technology adoption: Local area networks and the Internet," Information Economics and Policy, Elsevier, vol. 22(3), pages 228-242, July.
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  81. Mabiso, Athur, 2012. "Participation of Smallholder Farmers in Biofuels Crop and Land Rental Markets: Evidence from South Africa," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126370, International Association of Agricultural Economists.
  82. Vincent (Vincent Peter) Hogan, 1999. "Estimating the welfare cost of taxation in a labour market with Unemployment and non-participation," Working Papers 199902, School of Economics, University College Dublin.
  83. Ricardo Smith Ramírez, 2007. "FIML estimation of treatment effect models with endogenous selection and multiple censored responses via a Monte Carlo EM Algorithm," Working papers DTE 403, CIDE, División de Economía.
  84. Gabriele Ballarino & Massimiliano Bratti, 2009. "Field of Study and University Graduates' Early Employment Outcomes in Italy during 1995–2004," LABOUR, CEIS, vol. 23(3), pages 421-457, September.
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  86. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
  87. John Geweke & Gautam Gowrisankaran & Robert J. Town, 2003. "Bayesian Inference for Hospital Quality in a Selection Model," Econometrica, Econometric Society, vol. 71(4), pages 1215-1238, July.
  88. David Roodman, 2009. "Estimating Fully Observed Recursive Mixed-Process Models with cmp," Working Papers 168, Center for Global Development.
  89. Geweke, John & Keane, Michael P & Runkle, David, 1994. "Alternative Computational Approaches to Inference in the Multinomial Probit Model," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 609-632, November.
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  125. Neuerburg, Christian & Koschate-Fischer, Nicole & Pescher, Christian, 2021. "Menu-Based Choice Models for Customization: On the Recoverability of Reservation Prices, Model Fit, and Predictive Validity," Journal of Interactive Marketing, Elsevier, vol. 53(C), pages 1-14.
  126. Bhat, Chandra R. & Dubey, Subodh K., 2014. "A new estimation approach to integrate latent psychological constructs in choice modeling," Transportation Research Part B: Methodological, Elsevier, vol. 67(C), pages 68-85.
  127. Kraay, Aart & Soloaga, Isidro & Tybout, James, 2002. "Product quality, productive efficiency, and international technology diffusion : evidence from plant-level panel data," Policy Research Working Paper Series 2759, The World Bank.
  128. 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.
  129. Matthew Gentzkow, 2006. "Valuing New Goods in a Model with Complementarities: Online Newspapers," NBER Working Papers 12562, National Bureau of Economic Research, Inc.
  130. Sebastian Galiani & Juan Pantano, 2021. "Structural Models: Inception and Frontier," NBER Working Papers 28698, National Bureau of Economic Research, Inc.
  131. Simon Cheng & J. Scott Long, 2007. "Testing for IIA in the Multinomial Logit Model," Sociological Methods & Research, , vol. 35(4), pages 583-600, May.
  132. Paap, Richard & van Nierop, Erjen & van Heerde, Harald J. & Wedel, Michel & Franses, Philip Hans & Alsem, Karel Jan, 2005. "Consideration sets, intentions and the inclusion of "don't know" in a two-stage model for voter choice," International Journal of Forecasting, Elsevier, vol. 21(1), pages 53-71.
  133. Benjamin R. Shear & Sean F. Reardon, 2021. "Using Pooled Heteroskedastic Ordered Probit Models to Improve Small-Sample Estimates of Latent Test Score Distributions," Journal of Educational and Behavioral Statistics, , vol. 46(1), pages 3-33, February.
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