Investment under Risk with Discrete and Continuous Assets
AbstractThis paper considers a general class of stochastic dynamic choice models with discrete and continuous decision variables. This class contains a variety of models that are useful for modeling intertemporal household decisions under risk. Our examples are drawn from the field of development economics. We formalize this class as a dynamic programming problem, then propose a solution method that relies on value function iteration. Finally, in an example we show how our algorithm can be applied to solve and estimate a dynamic model with discrete and continuous controls.
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Bibliographic InfoPaper provided by Tinbergen Institute in its series Tinbergen Institute Discussion Papers with number 09-054/2.
Date of creation: 16 Jun 2009
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value function iteration; mixed continuous/discrete controls; stochastic dynamic choice model;
Find related papers by JEL classification:
- C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
- C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
- E12 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Keynes; Keynesian; Post-Keynesian
- G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
- Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
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- Goffe, William L. & Ferrier, Gary D. & Rogers, John, 1994. "Global optimization of statistical functions with simulated annealing," Journal of Econometrics, Elsevier, vol. 60(1-2), pages 65-99.
- Stefan Dercon, 1996.
"Wealth, risk and activity choices: cattle in Western Tanzania,"
CSAE Working Paper Series
1996-08, Centre for the Study of African Economies, University of Oxford.
- Dercon, Stefan, 1998. "Wealth, risk and activity choice: cattle in Western Tanzania," Journal of Development Economics, Elsevier, vol. 55(1), pages 1-42, February.
- Stefan Dercon, 1996. "Wealth, risk and activity choices: cattle in Western Tanzania," Economics Series Working Papers WPS/1996-08, University of Oxford, Department of Economics.
- Fafchamps, Marcel & Pender, John, 1997. "Precautionary Saving, Credit Constraints, and Irreversible Investment: Theory and Evidence from Semiarid India," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(2), pages 180-94, April.
- Zimmerman, Frederick J. & Carter, Michael R., 2003.
"Asset smoothing, consumption smoothing and the reproduction of inequality under risk and subsistence constraints,"
Journal of Development Economics,
Elsevier, vol. 71(2), pages 233-260, August.
- Frederic Zimmerman & MICHAEL R. CARTER, . "Asset Smoothing, Consumption Smoothing and the Reproduction for Inequality under Risk and Subsistence Constraints," Wisconsin-Madison Agricultural and Applied Economics Staff Papers 402, Wisconsin-Madison Agricultural and Applied Economics Department.
- Kenneth L. Judd, 1998. "Numerical Methods in Economics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262100711, January.
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