Computational Economics

, Volume 40, Issue 3, pp 219-244

First online:

Sequential Action and Beliefs Under Partially Observable DSGE Environments

  • Seong-Hoon KimAffiliated withSchool of Economics and Finance, University of St Andrews Email author 

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This paper introduces a classification of DSGEs from a Markovian perspective, and positions the class of Partially Observable Markov Decision Process (POMDP) to the center of a generalization of linear rational expectations models. The analysis of the POMDP class builds on the previous development in dynamic controls for linear system, and derives a solution algorithm by formulating an equilibrium as a fixed point of an operator that maps what we observe into what we believe.


DSGE Partially Observable Markov Decision Process (POMDP) Observation channel Kalman filter

JEL Classification

C63 D58 D83 E13