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Smoothness of the Policy Function in Discrete Time Economic Models

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Santos, Manuel S

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Abstract

The theory applying to dynamic programming has furnished a useful set of techniques for the analysis of many types of sequential models. This theory, however, has not yielded heretofore much information about the differentiability properties of optimal solutions. This aspect is of particular interest as regards the qualitative analysis of optimal paths, where differentiable methods are often called into play. This paper shows roughly that if the objective is twice continuously differentiable and strongly concave, then any interior optimal path is continuously differentiable with respect to the initial state. Copyright 1991 by The Econometric Society.

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Publisher Info
Article provided by Econometric Society in its journal Econometrica.

Volume (Year): 59 (1991)
Issue (Month): 5 (September)
Pages: 1365-82
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Handle: RePEc:ecm:emetrp:v:59:y:1991:i:5:p:1365-82

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  2. Kazuo Nishimura & Tapan Mitra, 2004. "Intertemporal Complementarity and Optimality: A Study of a Two-Dimensional Dynamical System," Econometric Society 2004 Far Eastern Meetings 543, Econometric Society. [Downloadable!]
  3. Mitra, Tapan & Privileggi, Fabio, 2003. "Cantor Type Invariant Distributions in the Theory of Optimal Growth under Uncertainty," Working Papers 03-09, Cornell University, Center for Analytic Economics. [Downloadable!]
  4. Joël Blot & Bertrand Crettez, 2004. "On the smoothness of optimal paths," Decisions in Economics and Finance, Springer, vol. 27(1), pages 1-34, 08. [Downloadable!] (restricted)
  5. Albert Marcet & David A. Marshall, 1994. "Solving nonlinear rational expectations models by parameterized expectations: convergence to stationary solutions," Discussion Paper / Institute for Empirical Macroeconomics 91, Federal Reserve Bank of Minneapolis. [Downloadable!]
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  6. Francisco M. Gonzalez & Shouyong Shi, 2007. "An Equilibrium Theory of Declining Reservation Wages and Learning," Working Papers tecipa-292, University of Toronto, Department of Economics. [Downloadable!]
  7. Kevin Reffett & Manjira Datta & Leonard Mirman & Olivier Morand, . "Monotone Methods for Markovian Equilibrium in Dynamic Economies," Working Papers 2133476, Department of Economics, W. P. Carey School of Business, Arizona State University. [Downloadable!]
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  11. Cuong Le Van & Lisa Morhaim, 2006. "On optimal growth models when the discount factor is near 1 or equal to 1," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00096034_v1, HAL. [Downloadable!]
  12. Gerhard Sorger, 2008. "some notes on discount factor restrictions for dynamic optimization problems," Vienna Economics Papers 0805, University of Vienna, Department of Economics. [Downloadable!]
  13. Noah Williams, 2003. "Small Noise Asymptotics for a Stochastic Growth Model," NBER Working Papers 10194, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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