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The Solution and Estimation of Discrete Choice Dynamic Programming Models by Simulation and Interpolation: Monte Carlo Evidence

Citations

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Cited by:

  1. Petra Todd & Kenneth I. Wolpin, 2002. "Using a Social Experiment to Validate a Dynamic Behavioral Model of Child Schooling and Fertility: Assessing the Impact of a School Subsidy Program in Mexico," PIER Working Paper Archive 03-022, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 01 Sep 2003.
  2. Boneva, Teodora & Golin, Marta & Kaufmann, Katja Maria & Rauh, Christopher, 2022. "Beliefs about Maternal Labor Supply," IZA Discussion Papers 15788, IZA Network @ LISER.
  3. Maria Casanova-Rivas, 2008. "Dynamic Complementarities: A Computational and Empirical Analysis of Couples' Retirement Decisions," 2008 Meeting Papers 1073, Society for Economic Dynamics.
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  5. Robert M. Sauer, 2007. "Why develop open-source software? The role of non-pecuniary benefits, monetary rewards, and open-source licence type," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 23(4), pages 605-619, Winter.
  6. Seth Richards‐Shubik, 2015. "Peer effects in sexual initiation: Separating demand and supply mechanisms," Quantitative Economics, Econometric Society, vol. 6(3), pages 663-702, November.
  7. Chao Fu & Nicolás Grau & Jorge Rivera, 2022. "Wandering astray: Teenagers' choices of schooling and crime," Quantitative Economics, Econometric Society, vol. 13(2), pages 387-424, May.
  8. Nikolaj Malchow-Møller & Michael Svarer, 2003. "Estimation of the multinomial logit model with random effects," Applied Economics Letters, Taylor & Francis Journals, vol. 10(7), pages 389-392.
  9. Jonathan A. Cook & C.-Y. Cynthia Lin Lawell, 2020. "Wind Turbine Shutdowns and Upgrades in Denmark: Timing Decisions and the Impact of Government Policy," The Energy Journal, , vol. 41(3), pages 81-118, May.
  10. Ge, Suqin, 2013. "Estimating the returns to schooling: Implications from a dynamic discrete choice model," Labour Economics, Elsevier, vol. 20(C), pages 92-105.
  11. Michael P. Keane & Kenneth I. Wolpin, 2010. "The Role Of Labor And Marriage Markets, Preference Heterogeneity, And The Welfare System In The Life Cycle Decisions Of Black, Hispanic, And White Women," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(3), pages 851-892, August.
  12. Lars Grüne & Willi Semmler, 2007. "Asset pricing with dynamic programming," Computational Economics, Springer;Society for Computational Economics, vol. 29(3), pages 233-265, May.
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  16. Jones, Laurence & Alsakka, Rasha & ap Gwilym, Owain & Mantovan, Noemi, 2022. "The impact of regulatory reforms on European bank behaviour: A dynamic structural estimation," European Economic Review, Elsevier, vol. 150(C).
  17. Robert M. Sauer, 1998. "Job Mobility and the Market for Lawyers," Journal of Political Economy, University of Chicago Press, vol. 106(1), pages 147-171, February.
  18. Sankar Mukhopadhyay, 2012. "The Effects Of The 1978 Pregnancy Discrimination Act On Female Labor Supply," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(4), pages 1133-1153, November.
  19. Morris A. Davis & E. Michael Foster, 1999. "Intra-household allocation and the mental health of children: structural estimation analysis," Finance and Economics Discussion Series 1999-30, Board of Governors of the Federal Reserve System (U.S.).
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  24. Sarit Cohen & Zvika Eckstein, 2000. "Training and Occupational Choice of Highly Skilled Immigrants," Econometric Society World Congress 2000 Contributed Papers 0122, Econometric Society.
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  27. 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.
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  29. Sarit Cohen-Goldner & Zvi Eckstein, 2008. "Labor Mobility Of Immigrants: Training, Experience, Language, And Opportunities," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(3), pages 837-872, August.
  30. Ohio University & Department of Economics & Hailey Hayeon Joo, 2009. "Social Learning and Optimal Advertising in the Motion Picture Industry," 2009 Meeting Papers 513, Society for Economic Dynamics.
  31. Michael P. Keane, 2011. "Labor Supply and Taxes: A Survey," Journal of Economic Literature, American Economic Association, vol. 49(4), pages 961-1075, December.
  32. Michela Tincani & Fabian Kosse & Enrico Miglino, 2022. "The Effect of Preferential Admissions on the College Participation of Disadvantaged Students: The Role of Pre-College Choices," Working Papers 2022-034, Human Capital and Economic Opportunity Working Group.
  33. Wayne Taylor & Anand Bodapati, 2024. "The Effect of Gambling Outcomes on Casino Return Times with Scalable DDC," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 11(1), pages 1-28, December.
  34. Michael Darden, 2017. "Smoking, Expectations, and Health: A Dynamic Stochastic Model of Lifetime Smoking Behavior," Journal of Political Economy, University of Chicago Press, vol. 125(5), pages 1465-1522.
  35. Kristensen, Dennis & Mogensen, Patrick K. & Moon, Jong Myun & Schjerning, Bertel, 2021. "Solving dynamic discrete choice models using smoothing and sieve methods," Journal of Econometrics, Elsevier, vol. 223(2), pages 328-360.
  36. 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.
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  39. Johannes Hoogeveen & Bas van der Klaauw & Gijsbert van Lomwel, 2011. "On the Timing of Marriage, Cattle, and Shocks," Economic Development and Cultural Change, University of Chicago Press, vol. 60(1), pages 121-154.
  40. 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.
  41. Paul Sullivan, 2010. "A Dynamic Analysis Of Educational Attainment, Occupational Choices, And Job Search," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(1), pages 289-317, February.
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  43. David M. Blau, 2008. "Retirement and Consumption in a Life Cycle Model," Journal of Labor Economics, University of Chicago Press, vol. 26(1), pages 35-71.
  44. Donghoon Lee & Matthew Wiswall, 2007. "A Parallel Implementation of the Simplex Function Minimization Routine," Computational Economics, Springer;Society for Computational Economics, vol. 30(2), pages 171-187, September.
  45. Ralph Stinebrickner & Todd Stinebrickner, 2014. "Academic Performance and College Dropout: Using Longitudinal Expectations Data to Estimate a Learning Model," Journal of Labor Economics, University of Chicago Press, vol. 32(3), pages 601-644.
  46. Pavan, Marina, 2008. "Consumer durables and risky borrowing: The effects of bankruptcy protection," Journal of Monetary Economics, Elsevier, vol. 55(8), pages 1441-1456, November.
  47. Antonella Mancino, M., 2025. "Rehabilitating futures: Assessing the effects of correctional employment-focused programs on recidivism and employment," European Economic Review, Elsevier, vol. 173(C).
  48. Michael P. Keane, 2015. "Effects Of Permanent And Transitory Tax Changes In A Life‐Cycle Labor Supply Model With Human Capital," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56, pages 485-503, May.
  49. Eric D. Gould, 2008. "Marriage and Career: The Dynamic Decisions of Young Men," Journal of Human Capital, University of Chicago Press, vol. 2(4), pages 337-378.
  50. Fan Wang, 2022. "An Empirical Equilibrium Model of Formal and Informal Credit Markets in Developing Countries," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 46, pages 224-243, October.
  51. Korfhage, Thorben, 2019. "Long-run consequences of informal elderly care and implications of public long-term care insurance," Ruhr Economic Papers 813, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  52. Peter Arcidiacono & Patrick Bayer & Federico A. Bugni & Jonathan James, 2012. "Approximating High-Dimensional Dynamic Models: Sieve Value Function Iteration," NBER Working Papers 17890, National Bureau of Economic Research, Inc.
  53. Luckny Zéphyr & C. Lindsay Anderson, 2018. "Stochastic dynamic programming approach to managing power system uncertainty with distributed storage," Computational Management Science, Springer, vol. 15(1), pages 87-110, January.
  54. Huang, Yufeng, 2015. "Empirical analysis of consumer behavior," Other publications TiSEM 9cc96a79-43d7-436d-87d3-3, Tilburg University, School of Economics and Management.
  55. Zhou, Yiyi, 2012. "Failure to Launch in Two-Sided Markets: A Study of the U.S. Video Game Market," MPRA Paper 42002, University Library of Munich, Germany.
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  57. Y. J. Jeff Qiu, 2023. "The Matthew effect, research productivity, and the dynamic allocation of NIH grants," RAND Journal of Economics, RAND Corporation, vol. 54(1), pages 135-164, March.
  58. 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.
  59. Roberto Fontana & Alessandro Nuvolari & Hiroshi Shimizu & Andrea Vezzulli, 2013. "Schumpeterian Patterns of Innovation and the Sources of Breakthrough Inventions: Evidence from a Data-set of R&D Awards," Economic Complexity and Evolution, in: Andreas Pyka & Esben Sloth Andersen (ed.), Long Term Economic Development, edition 127, pages 313-340, Springer.
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  61. 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.
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