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Finite Mixture Distribution, Sequential Likelihood, and the EM Algorithm

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Cited by:

  1. Aguirregabiria, Victor & Mira, Pedro, 2010. "Dynamic discrete choice structural models: A survey," Journal of Econometrics, Elsevier, vol. 156(1), pages 38-67, May.
  2. Peter Arcidiacono & Holger Sieg & Frank Sloan, 2007. "Living Rationally Under The Volcano? An Empirical Analysis Of Heavy Drinking And Smoking," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(1), pages 37-65, February.
  3. Elena Mattana & Juanna Joensen, 2016. "Student Aid, Academic Achievement, and Labor Market Behavior," 2016 Meeting Papers 1102, Society for Economic Dynamics.
  4. Orazio Attanasio & Sarah Cattan & Emla Fitzsimons & Costas Meghir & Marta Rubio-Codina, 2020. "Estimating the Production Function for Human Capital: Results from a Randomized Controlled Trial in Colombia," American Economic Review, American Economic Association, vol. 110(1), pages 48-85, January.
  5. Dirk Bergemann & Stephen Morris, 2016. "Information Design, Bayesian Persuasion, and Bayes Correlated Equilibrium," American Economic Review, American Economic Association, vol. 106(5), pages 586-591, May.
  6. Guofang Huang & Ahmed Khwaja & K. Sudhir, 2012. "Short Run Needs and Long Term Goals: A Dynamic Model of Thirst Management," Cowles Foundation Discussion Papers 1856, Cowles Foundation for Research in Economics, Yale University.
  7. Pouta, Eija & Myyra, Sami & Hanninen, Harri, 2009. "Heterogeneous farmland owners: two approaches for objective based classification," 2009 Conference, August 16-22, 2009, Beijing, China 50787, International Association of Agricultural Economists.
  8. Antoni Bosch-Domènech & José Montalvo & Rosemarie Nagel & Albert Satorra, 2010. "A finite mixture analysis of beauty-contest data using generalized beta distributions," Experimental Economics, Springer;Economic Science Association, vol. 13(4), pages 461-475, December.
  9. Browning, Martin & Carro, Jesus M., 2014. "Dynamic binary outcome models with maximal heterogeneity," Journal of Econometrics, Elsevier, vol. 178(2), pages 805-823.
  10. Qi Li & Juan Pantano, 2023. "The demographic consequences of sex‐selection technology," Quantitative Economics, Econometric Society, vol. 14(1), pages 309-347, January.
  11. Susumu Imai & Neelam Jain & Andrew Ching, 2009. "Bayesian Estimation of Dynamic Discrete Choice Models," Econometrica, Econometric Society, vol. 77(6), pages 1865-1899, November.
  12. Manuel Arellano & Stéphane Bonhomme, 2016. "Nonlinear panel data estimation via quantile regressions," Econometrics Journal, Royal Economic Society, vol. 19(3), pages 61-94, October.
  13. repec:hal:spmain:info:hdl:2441/6tve7u8o9k9dv8fanl7utalotr is not listed on IDEAS
  14. Fabien Postel-Vinay & Hélène Turon, 2007. "The Public Pay Gap in Britain: Small Differences That (Don't?) Matter," Economic Journal, Royal Economic Society, vol. 117(523), pages 1460-1503, October.
  15. Elena Mattana & Juanna Joensen, 2014. "Student Aid, Academic Achievement, and Labor Market Behavior: Grants or Loans?," 2014 Meeting Papers 707, Society for Economic Dynamics.
  16. repec:spo:wpmain:info:hdl:2441/6tve7u8o9k9dv8fanl7utalotr is not listed on IDEAS
  17. Guy Tchuente, 2016. "High School Human Capital Portfolio and College Outcomes," Journal of Human Capital, University of Chicago Press, vol. 10(3), pages 267-302.
  18. Breitmoser, Yves & Valasek, Justin, 2017. "A rationale for unanimity in committees," Discussion Papers, Research Unit: Economics of Change SP II 2017-308, WZB Berlin Social Science Center.
  19. Manuel Arellano & Stéphane Bonhomme, 2017. "Nonlinear Panel Data Methods for Dynamic Heterogeneous Agent Models," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 471-496, September.
  20. Doug J. Chung & Thomas Steenburgh & K. Sudhir, 2014. "Do Bonuses Enhance Sales Productivity? A Dynamic Structural Analysis of Bonus-Based Compensation Plans," Marketing Science, INFORMS, vol. 33(2), pages 165-187, March.
  21. Paulo Albuquerque & Yulia Nevskaya, 2022. "The Impact of New Content and User Community Membership on Usage of Online Games," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 9(1), pages 1-24, June.
  22. Siqi Wei, 2022. "Estimating Latent-Variable Panel Data Models Using Parameter-Expanded SEM Methods," Working Papers wp2022_2206, CEMFI.
  23. Dalderop, Jeroen, 2023. "Semiparametric estimation of latent variable asset pricing models," Journal of Econometrics, Elsevier, vol. 236(1).
  24. Joost M.E. Pennings & Scott H. Irwin & Darrel L. Good & Olga Isengildina, 2005. "Heterogeneity in the likelihood of market advisory service use by U.S. crop producers," Agribusiness, John Wiley & Sons, Ltd., vol. 21(1), pages 109-128.
  25. Thibaut Lamadon & Elena Manresa & Stephane Bonhomme, 2016. "Discretizing Unobserved Heterogeneity," 2016 Meeting Papers 1536, Society for Economic Dynamics.
  26. Jonathan James, 2012. "Learning and occupational sorting," Working Papers (Old Series) 1225, Federal Reserve Bank of Cleveland.
  27. Gwendolyn Aldrich & Kristine Grimsrud & Jennifer Thacher & Matthew Kotchen, 2007. "Relating environmental attitudes and contingent values: how robust are methods for identifying preference heterogeneity?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 37(4), pages 757-775, August.
  28. Lingxiao Huang & K. Sudhir & Nisheeth K. Vishnoi, 2021. "Coresets for Time Series Clustering," Papers 2110.15263, arXiv.org.
  29. Suphanit Piyapromdee & Jean Marc Robin & Rasmus Lentz, 2016. "The Anatomy of the Wage Distribution: How do Gender and Immigration Matter?," 2016 Meeting Papers 1686, Society for Economic Dynamics.
  30. Marco Costanigro & Yuko Onozaka, 2020. "A Belief‐Preference Model of Choice for Experience and Credence Goods," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(1), pages 70-95, February.
  31. Costas Meghir & Orazio Attanasio & Sarah Cattan & Emla Fitzsimons & Marta Rubio-Codina, 2015. "Estimating the Production Function for Human Capital: Results from a Randomized Control Trial in Colombia," Working Papers 1046, Economic Growth Center, Yale University.
  32. Bolle, Friedel & Breitmoser, Yves & Schlächter, Steffen, 2011. "Extortion in the laboratory," Journal of Economic Behavior & Organization, Elsevier, vol. 78(3), pages 207-218, May.
  33. Kemptner, Daniel & Haan, Peter & Prowse, Victoria, 2016. "Lifetime income inequality with taxation and public benefits," VfS Annual Conference 2016 (Augsburg): Demographic Change 145564, Verein für Socialpolitik / German Economic Association.
  34. Fiorentini, Gabriele & Galesi, Alessandro & Sentana, Enrique, 2018. "A spectral EM algorithm for dynamic factor models," Journal of Econometrics, Elsevier, vol. 205(1), pages 249-279.
  35. Shintaro Yamaguchi, 2016. "Effects of Parental Leave Policies on Female Career and Fertility Choices," Department of Economics Working Papers 2016-10, McMaster University.
  36. Marco Costanigro & Ron C. Mittelhammer & Jill J. McCluskey, 2009. "Estimating class‐specific parametric models under class uncertainty: local polynomial regression clustering in an hedonic analysis of wine markets," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1117-1135, November.
  37. Kemptner, Daniel & Haan, Peter & Prowse, Victoria, 2015. "Inequality and Defined Benefit Pensions when Life Expectancy is Heterogeneous," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112867, Verein für Socialpolitik / German Economic Association.
  38. Kemptner, Daniel, 2019. "Health-related life cycle risks and public insurance," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 65, pages 227-245.
  39. Francis Bilson Darku & Frank Konietschke & Bhargab Chattopadhyay, 2020. "Gini Index Estimation within Pre-Specified Error Bound: Application to Indian Household Survey Data," Econometrics, MDPI, vol. 8(2), pages 1-20, June.
  40. Stéphane Bonhomme & Jean-Marc Robin, 2009. "Assessing the Equalizing Force of Mobility Using Short Panels: France, 1990-2000," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(1), pages 63-92.
  41. Orazio Attanasio & Costas Meghir & Emily Nix, 2015. "Human Capital Development and Parental Investment in India," Cowles Foundation Discussion Papers 2026R, Cowles Foundation for Research in Economics, Yale University, revised Jul 2017.
  42. Argan, Damiano & Gary-Bobo, Robert & Goussé, Marion, 2023. "Is there a devaluation of degrees ? Unobserved heterogeneity in returns to education and early experience," CEPREMAP Working Papers (Docweb) 2304, CEPREMAP.
  43. Marion Goussé, 2014. "Marriage market and intra-household allocation : essays in economics of family and education [Formation des couples et allocation des ressources au sein des ménages : essais en économie de la famil," SciencePo Working papers Main tel-03516515, HAL.
  44. Breitmoser, Yves & Tan, Jonathan H.W., 2020. "Why should majority voting be unfair?," Journal of Economic Behavior & Organization, Elsevier, vol. 175(C), pages 281-295.
  45. Robert J. Gary‐Bobo & Marion Goussé & Jean‐Marc Robin, 2016. "Grade retention and unobserved heterogeneity," Quantitative Economics, Econometric Society, vol. 7(3), pages 781-820, November.
  46. Peter Arcidiacono & Paul B. Ellickson, 2011. "Practical Methods for Estimation of Dynamic Discrete Choice Models," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 363-394, September.
  47. Thomas de Graaff & Daniel Arribas-Bel & Ceren Ozgen, 2018. "Demographic Aging and Employment Dynamics in German Regions: Modeling Regional Heterogeneity," Advances in Spatial Science, in: Roger R. Stough & Karima Kourtit & Peter Nijkamp & Uwe Blien (ed.), Modelling Aging and Migration Effects on Spatial Labor Markets, chapter 0, pages 211-231, Springer.
  48. Magali BEFFY & Thierry KAMIONKA, 2010. "Public-private Wage Gaps : Is Civil-servant Human Capital Sector-specific ?," Working Papers 2010-55, Center for Research in Economics and Statistics.
  49. Shintaro Yamaguchi, 2015. "Effects of Parental Leave Policies on Female Career and Fertility Choices," Working Papers e096, Tokyo Center for Economic Research.
  50. Hilger, James & Hanemann, W. Michael, 2008. "The Impact of Water Quality on Southern California Beach Recreation: A Finite Mixture Model Approach," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt9v17r715, Department of Agricultural & Resource Economics, UC Berkeley.
  51. Andrew Beauchamp, 2015. "Regulation, Imperfect Competition, And The U.S. Abortion Market," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(3), pages 963-996, August.
  52. Tyler Ransom & Esteban Aucejo & Arnaud Maurel & Peter Arcidiacono, 2014. "College Attrition and the Dynamics of Information Revelation," 2014 Meeting Papers 529, Society for Economic Dynamics.
  53. Stéphane Bonhomme & Jean-Marc Robin, 2009. "Assessing the Equalizing Force of Mobility Using Short Panels: France, 1990-2000," SciencePo Working papers hal-01027423, HAL.
  54. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2019. "A Structural Model of a Multitasking Salesforce: Multidimensional Incentives and Plan Design," Cowles Foundation Discussion Papers 2199, Cowles Foundation for Research in Economics, Yale University.
  55. Magali Beffy & Denis Fougère & Arnaud Maurel, 2012. "Choosing the Field of Study in Postsecondary Education: Do Expected Earnings Matter?," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 334-347, February.
  56. Peter Arcidiacono, Holger Sieg, Frank Sloan, 2001. "Living Rationally Under the Volcano? Heavy Drinking and Smoking Among the Elderly," Computing in Economics and Finance 2001 207, Society for Computational Economics.
  57. Breitmoser, Yves & Tan, Jonathan H.W., 2010. "Generosity in bargaining: Fair or fear?," MPRA Paper 27444, University Library of Munich, Germany.
  58. Hilger, James & Hanemann, Michael, 2006. "Heterogeneous Preferences for Water Quality: A Finite Mixture Model of Beach Recreation in Southern California," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt0565c0b2, Department of Agricultural & Resource Economics, UC Berkeley.
  59. Michele Bavaro & Federico Tullio, 2023. "Intergenerational mobility measurement with latent transition matrices," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 21(1), pages 25-45, March.
  60. Lingxiao Huang & K. Sudhir & Nisheeth Vishnoi, 2021. "Coresets for Time Series Clustering," Cowles Foundation Discussion Papers 2310, Cowles Foundation for Research in Economics, Yale University.
  61. repec:fip:fedcwp:12-19 is not listed on IDEAS
  62. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2019. "A Structural Model of a Multitasking Salesforce: Multidimensional Incentives and Plan Design," Cowles Foundation Discussion Papers 2199R, Cowles Foundation for Research in Economics, Yale University, revised Apr 2021.
  63. Breitmoser, Yves & Tan, Jonathan H.W., 2014. "Reference Dependent Altruism," MPRA Paper 52774, University Library of Munich, Germany.
  64. Vecco, Marilena & Prieto-Rodriguez, Juan & Teerink, Simone, 2024. "Climbing the ladder? The gender gap in art prices across artists’ cohorts in the Dutch art market," European Economic Review, Elsevier, vol. 163(C).
  65. Christopher Ferrall, 2003. "Solving Finite Mixture Models in Parallel," Computational Economics 0303003, University Library of Munich, Germany.
  66. Robert L. Bray & Yuliang Yao & Yongrui Duan & Jiazhen Huo, 2019. "Ration Gaming and the Bullwhip Effect," Operations Research, INFORMS, vol. 67(2), pages 453-467, March.
  67. repec:hal:spmain:info:hdl:2441/f0uohitsgqh8dhk98118l4kpj is not listed on IDEAS
  68. Timothy J. Halliday, 2008. "Heterogeneity, state dependence and health," Econometrics Journal, Royal Economic Society, vol. 11(3), pages 499-516, November.
  69. Justin G. Trogdon, 2009. "Demand For And Regulation Of Cardiac Services," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(4), pages 1183-1204, November.
  70. Kemptner, Daniel, 2019. "Health-related life cycle risks and public insurance," Journal of Health Economics, Elsevier, vol. 65(C), pages 227-245.
  71. Mario Fiorini, 2012. "Fostering Educational Enrolment Through Subsidies: The Issue Of Timing," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(5), pages 741-772, August.
  72. Navid Mojir & K. Sudhir, 2014. "A Model of Multi-pass Search: Price Search across Stores and Time," Cowles Foundation Discussion Papers 1942R2, Cowles Foundation for Research in Economics, Yale University, revised Feb 2020.
  73. Erhao Xie, 2018. "Inference in Games Without Nash Equilibrium: An Application to Restaurants, Competition in Opening Hours," Staff Working Papers 18-60, Bank of Canada.
  74. Lu, Zeng-Hua, 2009. "Covariate selection in mixture models with the censored response variable," Computational Statistics & Data Analysis, Elsevier, vol. 53(7), pages 2710-2723, May.
  75. StÈphane Bonhomme & GrÈgory Jolivet, 2009. "The pervasive absence of compensating differentials," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 763-795.
  76. Oliver Cassagneau-Francis, 2021. "The Role of Earnings, Financial, and other Factors in University Attendance," SciencePo Working papers Main hal-04067182, HAL.
  77. Navid Mojir & K. Sudhir, 2014. "Price Search Across Stores and Across Time," Cowles Foundation Discussion Papers 1942, Cowles Foundation for Research in Economics, Yale University, revised Mar 2016.
  78. Marion Gousse, 2014. "Marriage Market and Intra-Household Allocation. Essays in Economics of Family and Education," Sciences Po publications info:hdl:2441/6tve7u8o9k9, Sciences Po.
  79. Breitmoser, Yves, 2010. "Structural modeling of altruistic giving," MPRA Paper 24262, University Library of Munich, Germany.
  80. Xun Tang, 2009. "Rationalizable Counterfactual Choice Probabilities in Dynamic Binary Choice Processes," PIER Working Paper Archive 09-022, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  81. Hong, Han & Li, Weiming & Wang, Boyu, 2015. "Estimation of dynamic discrete models from time aggregated data," Journal of Econometrics, Elsevier, vol. 188(2), pages 435-446.
  82. Tan, Jonathan H.W. & Breitmoser, Yves & Bolle, Friedel, 2015. "Voluntary contributions by consent or dissent," Games and Economic Behavior, Elsevier, vol. 92(C), pages 106-121.
  83. Keane, Michael P. & Todd, Petra E. & Wolpin, Kenneth I., 2011. "The Structural Estimation of Behavioral Models: Discrete Choice Dynamic Programming Methods and Applications," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 4, pages 331-461, Elsevier.
  84. Kyoo il Kim, 2006. "Semiparametric Estimation of Signaling Games," Working Papers 19-2006, Singapore Management University, School of Economics.
  85. Tyler Ransom, 2022. "Labor Market Frictions and Moving Costs of the Employed and Unemployed," Journal of Human Resources, University of Wisconsin Press, vol. 57(S), pages 137-166.
  86. Jochmans, Koen & Higgins, Ayden, 2022. "Learning Markov Processes with Latent Variables From Longitudinal Data," TSE Working Papers 22-1366, Toulouse School of Economics (TSE).
  87. Fabián Slonimczyk & Vladimir Gimpelson, 2015. "Informality and mobility," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 23(2), pages 299-341, April.
  88. Christopher Ferrall, 2005. "Solving Finite Mixture Models: Efficient Computation in Economics Under Serial and Parallel Execution," Computational Economics, Springer;Society for Computational Economics, vol. 25(4), pages 343-379, June.
  89. Yamaguchi, Shintaro, 2016. "Effects of Parental Leave Policies on Female Career and Fertility Choices," CEI Working Paper Series 2016-8, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
  90. Stéphane Bonhomme & Jean-Marc Robin, 2008. "La mesure des inégalités de long terme avec des panels courts : 1990-2000," PSE-Ecole d'économie de Paris (Postprint) hal-03461814, HAL.
  91. Scott, Paul, 2014. "Dynamic Discrete Choice Estimation of Agricultural Land Use," TSE Working Papers 14-526, Toulouse School of Economics (TSE).
  92. Sebastian Galiani & Juan Pantano, 2021. "Structural Models: Inception and Frontier," NBER Working Papers 28698, National Bureau of Economic Research, Inc.
  93. Antoni Bosch-Domenech & Jose G. Montalvo & Rosemarie Nagel & Albert Satorra, 2004. "Finite Mixture Analysis of Beauty-Contest Data from Multiple Samples," Levine's Bibliography 122247000000000035, UCLA Department of Economics.
  94. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
  95. Bonhomme, Stéphane & Robin, Jean-Marc, 2008. "Articles : Conférence François-Albert-Angers – 2008 - La mesure des inégalités de long terme avec des panels courts : 1990-2000," L'Actualité Economique, Société Canadienne de Science Economique, vol. 84(4), pages 325-363, Décembre.
  96. repec:spo:wpmain:info:hdl:2441/f0uohitsgqh8dhk98118l4kpj is not listed on IDEAS
  97. Manuel Arellano & Stéphane Bonhomme, 2017. "Nonlinear Panel Data Methods for Dynamic Heterogeneous Agent Models," Working Papers wp2018_1703, CEMFI.
  98. Maximiliano Dvorkin, 2017. "Skills, Occupations, and the Allocation of Talent over the Business Cycle," 2017 Meeting Papers 1527, Society for Economic Dynamics.
  99. Navid Mojir & K. Sudhir, 2014. "Price Search Across Time and Across Stores," Cowles Foundation Discussion Papers 1942R, Cowles Foundation for Research in Economics, Yale University, revised Jul 2019.
  100. Jonathan James, 2012. "A tractable estimator for general mixed multinomial logit models," Working Papers (Old Series) 1219, Federal Reserve Bank of Cleveland.
  101. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2022. "A Structural Model of a Multitasking Salesforce: Incentives, Private Information, and Job Design," Management Science, INFORMS, vol. 68(6), pages 4602-4630, June.
  102. Peter Arcidiacono & Robert A. Miller, 2011. "Conditional Choice Probability Estimation of Dynamic Discrete Choice Models With Unobserved Heterogeneity," Econometrica, Econometric Society, vol. 79(6), pages 1823-1867, November.
  103. Breitmoser, Yves, 2010. "Hierarchical Reasoning versus Iterated Reasoning in p-Beauty Contest Guessing Games," MPRA Paper 19893, University Library of Munich, Germany.
  104. Ishita Chakraborty & Minkyung Kim & K. Sudhir, 2019. "Attribute Sentiment Scoring With Online Text Reviews : Accounting for Language Structure and Attribute Self-Selection," Cowles Foundation Discussion Papers 2176R2, Cowles Foundation for Research in Economics, Yale University, revised Jun 2021.
  105. Shyamal K. De & Bhargab Chattopadhyay, 2017. "Minimum Risk Point Estimation of Gini Index," Sankhya B: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 79(2), pages 247-277, November.
  106. Siqi Wei, 2022. "Income, Employment and Health Risks of Older Workers," Working Papers wp2022_2205, CEMFI.
  107. Guofang Huang & Ahmed Khwaja & K. Sudhir, 2015. "Short-Run Needs and Long-Term Goals: A Dynamic Model of Thirst Management," Marketing Science, INFORMS, vol. 34(5), pages 702-721, September.
  108. Michael Keane & Nada Wasi, 2013. "Comparing Alternative Models Of Heterogeneity In Consumer Choice Behavior," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(6), pages 1018-1045, September.
  109. Navid Mojir & K. Sudhir, 2021. "A Structural Model of Organizational Buying for B2B Markets: Innovation Adoption with Share of Wallet Contracts," Cowles Foundation Discussion Papers 2315, Cowles Foundation for Research in Economics, Yale University.
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