Object Oriented (Dynamic) Programming: Closing the “Structural” Estimation Coding Gap
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DOI: 10.1007/s10614-022-10280-4
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- Rust, John, 1987. "Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher," Econometrica, Econometric Society, vol. 55(5), pages 999-1033, September.
- Victor Aguirregabiria & Pedro Mira, 2002.
"Swapping the Nested Fixed Point Algorithm: A Class of Estimators for Discrete Markov Decision Models,"
Econometrica, Econometric Society, vol. 70(4), pages 1519-1543, July.
- Victor Aguirregabiria & Pedro Mira, 1999. "Swapping the Nested Fixed-Point Algorithm: a Class of Estimators for Discrete Markov Decision Models," Computing in Economics and Finance 1999 332, Society for Computational Economics.
- Víctor Aguirregabiria & Pedro Mira, 1999. "Swapping the Nested Fixed Point Algorithm: A Class of Estimators for Discrete Markov Decision Models," Working Papers wp1999_9904, CEMFI.
- V. Joseph Hotz & Robert A. Miller, 1993.
"Conditional Choice Probabilities and the Estimation of Dynamic Models,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 497-529.
- Hotz, V.J. & Miller, R.A., 1991. "Conditional Choice Probabilities and the Estimation of Dynamic Models," GSIA Working Papers 1992-12, Carnegie Mellon University, Tepper School of Business.
- V. Joseph Hotz & Robert A. Miller, 1992. "Conditional Choice Probabilities and the Estimation of Dynamic Models," Working Papers 9202, Harris School of Public Policy Studies, University of Chicago.
- Aguirregabiria, Victor & Mira, Pedro, 2010.
"Dynamic discrete choice structural models: A survey,"
Journal of Econometrics, Elsevier, vol. 156(1), pages 38-67, May.
- Víctor Aguirregabiria & Pedro Mira, 2007. "Dynamic Discrete Choice Structural Models: A Survey," Working Papers wp2007_0711, CEMFI.
- Victor Aguirregabiria & Pedro mira, 2007. "Dynamic Discrete Choice Structural Models: A Survey," Working Papers tecipa-297, University of Toronto, Department of Economics.
- 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.
- Michael P. Keane & Kenneth I. Wolpin, 1994. "The solution and estimation of discrete choice dynamic programming models by simulation and interpolation: Monte Carlo evidence," Staff Report 181, Federal Reserve Bank of Minneapolis.
- MaCurdy, Thomas E, 1981. "An Empirical Model of Labor Supply in a Life-Cycle Setting," Journal of Political Economy, University of Chicago Press, vol. 89(6), pages 1059-1085, December.
- Hiroyuki Kasahara & Katsumi Shimotsu, 2012.
"Sequential Estimation of Structural Models With a Fixed Point Constraint,"
Econometrica, Econometric Society, vol. 80(5), pages 2303-2319, September.
- Hiroyuki Kasahara & Katsumi Shimotsu, 2008. "Sequential Estimation of Structural Models with a Fixed Point Constraint," CESifo Working Paper Series 2507, CESifo.
- Kasahara, Hiroyuki & 笠原, 博幸 & Shimotsu, Katsumi & 下津, 克己, 2009. "Sequential Estimation of Structural Models with a Fixed Point Constraint," Discussion Papers 2009-18, Graduate School of Economics, Hitotsubashi University.
- Hiroyuki Kasahara & Katsumi Shimotsu, 2008. "Sequential Estimation Of Structural Models With A Fixed Point Constraint," Working Paper 1192, Economics Department, Queen's University.
- Victor Aguirregabiria & Arvind Magesan, 2013.
"Euler Equations for the Estimation of Dynamic Discrete Choice Structural Models,"
Advances in Econometrics, in: Structural Econometric Models, volume 31, pages 3-44,
Emerald Group Publishing Limited.
- Victor Aguirregabiria & Arvind Magesan, 2013. "Euler Equations for the Estimation of Dynamic Discrete Choice Structural Models," Working Papers tecipa-489, University of Toronto, Department of Economics.
- Zvi Eckstein & Kenneth I. Wolpin, 1989. "The Specification and Estimation of Dynamic Stochastic Discrete Choice Models: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 24(4), pages 562-598.
- 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.
- Susumu Imai & Neelam Jain & Andrew Ching, 2009.
"Bayesian Estimation of Dynamic Discrete Choice Models,"
Econometrica, Econometric Society, vol. 77(6), pages 1865-1899, November.
- Susumu Imai & Neelam Jain, 2005. "Bayesian Estimation of Dynamic Discrete Choice Models," 2005 Meeting Papers 432, Society for Economic Dynamics.
- Andrew Ching & Susumu Imai & Neelam Jain, 2006. "Bayesian Estimation Of Dynamic Discrete Choice Models," Working Paper 1118, Economics Department, Queen's University.
- Wolpin, Kenneth I, 1984. "An Estimable Dynamic Stochastic Model of Fertility and Child Mortality," Journal of Political Economy, University of Chicago Press, vol. 92(5), pages 852-874, October.
- 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.
- Aguirregabiria, Victor & Magesan, Arvind, 2013. "Euler Equations for the Estimation of Dynamic Discrete Choice Structural," MPRA Paper 46056, University Library of Munich, Germany.
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Keywords
Dynamic programming; Computational methods;Statistics
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