Avoiding the Curse of Dimensionality in Dynamic Stochastic Games
Abstract
Continuous-time stochastic games with a finite number of states have substantial computational and conceptual advantages over the more common discrete-time model. In particular, continuous time avoids a curse of dimensionality and speeds up computations by orders of magnitude in games with more than a few state variables. The continuous-time approach opens the way to analyze more complex and realistic stochastic games than is feasible in discrete-time models.Download Info
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Paper provided by National Bureau of Economic Research, Inc in its series NBER Technical Working Papers with number 0304.Length:
Date of creation: Jan 2005
Date of revision:
Handle: RePEc:nbr:nberte:0304
Note: TWP
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Keywords:Other versions of this item:
- Ulrich Doraszelski & Kenneth L. Judd, 2012. "Avoiding the curse of dimensionality in dynamic stochastic games," Quantitative Economics, Econometric Society, vol. 3(1), pages 53-93, 03.
- Ulrich Doraszelski & Kenneth L. Judd, 2005. "Avoiding the Curse of Dimensionality in Dynamic Stochastic Games," Harvard Institute of Economic Research Working Papers 2059, Harvard - Institute of Economic Research.
- C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
This paper has been announced in the following NEP Reports:
- NEP-ALL-2005-02-13 (All new papers)
- NEP-DGE-2005-02-13 (Dynamic General Equilibrium)
- NEP-GTH-2005-02-13 (Game Theory)
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Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- David Besanko & Ulrich Doraszelski & Yaroslav Kryukov & Mark Satterthwaite, 2007.
"Learning-by-Doing, Organizational Forgetting, and Industry Dynamics,"
Levine's Bibliography
321307000000000903, UCLA Department of Economics.
- David Besanko & Ulrich Doraszelski, 2005. "Learning-by-Doing, Organizational Forgetting, and Industry Dynanmics," Computing in Economics and Finance 2005 236, Society for Computational Economics.
- Besanko, David & Doraszelski, Ulrich & Kryukov, Yaroslav & Satterthwaite, Mark, 2007. "Learning-by-Doing, Organizational Forgetting and Industry Dynamics," CEPR Discussion Papers 6160, C.E.P.R. Discussion Papers.
- Pichler, Paul, 2011. "Solving the multi-country Real Business Cycle model using a monomial rule Galerkin method," Journal of Economic Dynamics and Control, Elsevier, vol. 35(2), pages 240-251, February.
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