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The Specification and Estimation of Dynamic Stochastic Discrete Choice Models: A Survey

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  1. Rosenzweig, Mark R & Wolpin, Kenneth I, 1993. "Credit Market Constraints, Consumption Smoothing, and the Accumulation of Durable Production Assets in Low-Income Countries: Investment in Bullocks in India," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 223-244, April.
  2. Enrica Di Stefano, 2019. "Leaving your mamma: why so late in Italy?," Review of Economics of the Household, Springer, vol. 17(1), pages 323-347, March.
  3. Aguirregabiria, Victor & Mira, Pedro, 2010. "Dynamic discrete choice structural models: A survey," Journal of Econometrics, Elsevier, vol. 156(1), pages 38-67, May.
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  5. Carneiro, Pedro & Hansen, Karsten T. & Heckman, James J., 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice," IZA Discussion Papers 767, Institute of Labor Economics (IZA).
  6. Maria Casanova-Rivas, 2008. "Dynamic Complementarities: A Computational and Empirical Analysis of Couples' Retirement Decisions," 2008 Meeting Papers 1073, Society for Economic Dynamics.
  7. Iain Cockburn & Murray Frank, 1992. "Market Conditions and Retirement of Physical Capital: Evidence fron Oil Tankers," NBER Working Papers 4194, National Bureau of Economic Research, Inc.
  8. Noelia Bernal & Frederic Vermeulen, 2014. "The Impact of an Increase in the Legal Retirement Age on the Effective Retirement Age," De Economist, Springer, vol. 162(2), pages 115-145, June.
  9. Belzil, Christian, 2007. "The return to schooling in structural dynamic models: a survey," European Economic Review, Elsevier, vol. 51(5), pages 1059-1105, July.
  10. Bernard Fortin, 1998. "Dépendance à l'égard de l'aide sociale et réforme de la sécurité du revenu," CIRANO Working Papers 98s-03, CIRANO.
  11. Sangeeta Pratap & Silvio Rendon, 2003. "Firm Investment in Imperfect Capital Markets: A Structural Estimation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 6(3), pages 513-545, July.
  12. Emanuela di Gropello, 2006. "Meeting the Challenges of Secondary Education in Latin America and East Asia : Improving Efficiency and Resource Mobilization," World Bank Publications - Books, The World Bank Group, number 7173, November.
  13. Peter Haan & Victoria Prowse, 2010. "A structural approach to estimating the effect of taxation on the labour market dynamics of older workers," Econometrics Journal, Royal Economic Society, vol. 13(3), pages 99-125, October.
  14. Rendon, Silvio, 2007. "Does Wealth Explain BlackWhite Differences in Early Employment Careers?," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 484-500, October.
  15. Murat G. Kirdar, 2012. "Estimating The Impact Of Immigrants On The Host Country Social Security System When Return Migration Is An Endogenous Choice," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(2), pages 453-486, May.
  16. Szymanowski, M.G., 2009. "Consumption-based learning about brand quality : Essays on how private labels share and borrow reputation," Other publications TiSEM b12825d8-5e21-4437-adda-b, Tilburg University, School of Economics and Management.
  17. Jean-Pierre Florens & Denis Fougère & Thierry Kamionka & Michel Mouchart, 1994. "La modélisation économétrique des transitions individuelles sur le marché du travail," Économie et Prévision, Programme National Persée, vol. 116(5), pages 181-217.
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  19. Gonzalez, Patricio Aroca*Maloney, William F., 1999. "Logit analysis in a rotating panel context and an application to self-employment decisions," Policy Research Working Paper Series 2069, The World Bank.
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  24. Le-Yu Chen, 2009. "Identification of structural dynamic discrete choice models," CeMMAP working papers CWP08/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  25. Reeling, Carson & Kim, Yusun, 2022. "Dynamic Discrete Choice Estimation of Lifetime Deer Hunting License Demand," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322460, Agricultural and Applied Economics Association.
  26. Roberts, M. & Tybout, J., 1993. "An Empirical Model of Sunk Costs and the Decision to Export," Papers 4-93-3, Pennsylvania State - Department of Economics.
  27. Tülin Erdem & Susumu Imai & Michael Keane, 2003. "Brand and Quantity Choice Dynamics Under Price Uncertainty," Quantitative Marketing and Economics (QME), Springer, vol. 1(1), pages 5-64, March.
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  29. Atsuko Tanaka, "undated". "Estimation of the Effects of Statistical Discrimination on the Gender Wage Gap," Working Papers 2015-22, Department of Economics, University of Calgary, revised 21 Dec 2015.
  30. Zvi Eckstein & Osnat Lifshitz, 2011. "Dynamic Female Labor Supply," Econometrica, Econometric Society, vol. 79(6), pages 1675-1726, November.
  31. Christopher Ferrall, 2002. "Estimation And Inference In Social Experiments," Working Paper 1008, Economics Department, Queen's University.
  32. Petra E. Todd & Kenneth I. Wolpin, 2010. "Structural Estimation and Policy Evaluation in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 21-50, September.
  33. Fortin, Bernard, 1997. "Dépendance à l’égard de l’aide sociale et réforme de la sécurité du revenu," L'Actualité Economique, Société Canadienne de Science Economique, vol. 73(4), pages 557-573, décembre.
  34. Keane, Michael P & Wolpin, Kenneth I, 1994. "The Solution and Estimation of Discrete Choice Dynamic Programming Models by Simulation and Interpolation: Monte Carlo Evidence," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 648-672, November.
  35. Hancevic, Pedro Ignacio, 2017. "A dynamic approach to environmental compliance decisions in U.S. Electricity Market: The Acid Rain Program revisited," Energy Policy, Elsevier, vol. 106(C), pages 129-137.
  36. Michael P. Keane, 2011. "Labor Supply and Taxes: A Survey," Journal of Economic Literature, American Economic Association, vol. 49(4), pages 961-1075, December.
  37. Jesús M. Carro & Pedro Mira, 2006. "A dynamic model of contraceptive choice of Spanish couples," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(7), pages 955-980, November.
  38. Víctor Aguirregabiria, 1997. "Estimation of dynamic programming models with censored decision variables," Investigaciones Economicas, Fundación SEPI, vol. 21(2), pages 167-208, May.
  39. R. Haveman & B. Wolfe & K. Wilson & E. Peterson, "undated". "Do Teens Make Rational Choices? The Case of Teen Nonmarital Childbearing," Institute for Research on Poverty Discussion Papers 1137-97, University of Wisconsin Institute for Research on Poverty.
  40. Francis X. Diebold, 1998. "The Past, Present, and Future of Macroeconomic Forecasting," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 175-192, Spring.
  41. Jakusch, Sven Thorsten, 2017. "On the applicability of maximum likelihood methods: From experimental to financial data," SAFE Working Paper Series 148, Leibniz Institute for Financial Research SAFE.
  42. Rendon Sílvio, 2006. "Job Search And Asset Accumulation Under Borrowing Constraints ," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 47(1), pages 233-263, February.
  43. Heckman, James J. & Humphries, John Eric & Veramendi, Gregory, 2016. "Dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 191(2), pages 276-292.
  44. V. Joseph Hotz & Lixin Colin Xu & Marta Tienda & Avner Ahituv, 2002. "Are There Returns To The Wages Of Young Men From Working While In School?," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 221-236, May.
  45. Robert William Fogel, 1992. "PROBLEMS IN MODELING COMPLEX DYNAMIC INTERACTIONS: THE POLITICAL REALIGNMENT OF THE 1850s," Economics and Politics, Wiley Blackwell, vol. 4(3), pages 215-254, November.
  46. Damgaard, Mette Trier & Gravert, Christina, 2018. "The hidden costs of nudging: Experimental evidence from reminders in fundraising," Journal of Public Economics, Elsevier, vol. 157(C), pages 15-26.
  47. Murat G. Kirdar, 2005. "Return Migration and Saving Behavior of Foreign Workers in Germany," ERC Working Papers 0506, ERC - Economic Research Center, Middle East Technical University, revised Nov 2005.
  48. Gonul, Fusun F., 1998. "Estimating price expectations in the OTC medicine market: An application of dynamic stochastic discrete choice models to scanner panel data," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 41-56, November.
  49. Spronk, Richard & Verschoor, Willem F.C. & Zwinkels, Remco C.J., 2013. "Carry trade and foreign exchange rate puzzles," European Economic Review, Elsevier, vol. 60(C), pages 17-31.
  50. Mark E Doms, 1993. "Inter Fuel Substitution And Energy Technology Heterogeneity In U.S. Manufacturing," Working Papers 93-5, Center for Economic Studies, U.S. Census Bureau.
  51. Ildefonso Mendez, 2008. "Intergenerational Time Transfers and Internal Migration: Accounting for Low Spatial Mobility in Southern Europe," Working Papers wp2008_0811, CEMFI.
  52. de Paula, Áureo, 2009. "Inference in a synchronization game with social interactions," Journal of Econometrics, Elsevier, vol. 148(1), pages 56-71, January.
  53. Eckstein, Zwi & van den Berg, Gerard J, 2003. "Empircial labor search models: A survey," Working Paper Series 2003:18, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  54. Holmes, Thomas J & Schmitz, James A, Jr, 1995. "On the Turnover of Business Firms and Business Managers," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 1005-1038, October.
  55. 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.
  56. Pamela Giustinelli & Matthew D. Shapiro, 2018. "SeaTE: Subjective ex ante Treatment Effect of Health on Retirement," Working Papers wp382, University of Michigan, Michigan Retirement Research Center.
  57. Provencher, Bill & Bishop, Richard C., 1997. "An Estimable Dynamic Model of Recreation Behavior with an Application to Great Lakes Angling," Journal of Environmental Economics and Management, Elsevier, vol. 33(2), pages 107-127, June.
  58. Daniel Diermeier & Michael Keane & Antonio Merlo, 2005. "A Political Economy Model of Congressional Careers," American Economic Review, American Economic Association, vol. 95(1), pages 347-373, March.
  59. Magnani, Riccardo & Mercenier, Jean, 2009. "On linking microsimulation and computable general equilibrium models using exact aggregation of heterogeneous discrete-choice making agents," Economic Modelling, Elsevier, vol. 26(3), pages 560-570, May.
  60. Valdés, Nieves, 2009. "The school reentry decision on poor girls: structural estimation and policy analysis using PROGRESA database," UC3M Working papers. Economics we101406, Universidad Carlos III de Madrid. Departamento de Economía.
  61. Yuhan Gao & Jan-Dirk Schmöcker, 2021. "Modelling sequential ticket booking choices during Chinese New Year," Transportation, Springer, vol. 48(4), pages 1987-2010, August.
  62. Donna, Javier D., 2018. "Measuring Long-Run Price Elasticities in Urban Travel Demand," MPRA Paper 90260, University Library of Munich, Germany.
  63. Christopher Ferrall, 2020. "Object Oriented (Dynamic) Programming: Replication, Innovation and "Structural" Estimation," Working Paper 1432, Economics Department, Queen's University.
  64. 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.
  65. Philipp Eisenhauer & James J. Heckman & Stefano Mosso, 2015. "Estimation Of Dynamic Discrete Choice Models By Maximum Likelihood And The Simulated Method Of Moments," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(2), pages 331-357, May.
  66. 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.
  67. Haan, Peter & Prowse, Victoria, 2014. "Optimal Unemployment Insurance and Welfare Benefits in a Life-cycle model of Family Labor Supply and Savings," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100625, Verein für Socialpolitik / German Economic Association.
  68. Gantchev, Nickolay, 2013. "The costs of shareholder activism: Evidence from a sequential decision model," Journal of Financial Economics, Elsevier, vol. 107(3), pages 610-631.
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