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Perturbation Methods for Markov-Switching DSGE Models

Markov-switching DSGE (MSDSGE) modeling has become a growing body of literature on economic and policy issues related to structural shifts. This paper develops a general perturbation methodology for constructing high-order approximations to the solutions of MSDSGE models. Our new method, called "the partition perturbation method,'' partitions the Markov-switching parameter space to keep a maximum number of time-varying parameters from perturbation. For this method to work in practice, we show how to reduce the potentially intractable problem of solving MSDSGE models to the manageable problem of solving a system of quadratic polynomial equations. We propose to use the theory of Gröbner bases for solving such a quadratic system. This approach allows us to first obtain all the solutions and then determine how many of them are stable. We illustrate the tractability of our methodology through two examples
Year of publication:
2014
Authors: Foerster, Andrew
Other Persons: Rubio-Ramírez, Juan Francisco (contributor) ; Waggoner, Daniel F. (contributor) ; Zha, Tao A. (contributor)
Publisher: [2014]: [S.l.] : SSRN
Subject: Theorie | Theory | Dynamisches Gleichgewicht | Dynamic equilibrium | Markov-Kette | Markov chain | DSGE-Modell | DSGE model
Extent:
1 Online-Ressource (39 p)
Series:
NBER Working Paper ; No. w20390
Type of publication: Book / Working Paper
Language: English
Notes:
Nach Informationen von SSRN wurde die ursprüngliche Fassung des Dokuments August 2014 erstellt
Source:
ECONIS - Online Catalogue of the ZBW
Persistent link: https://ebvufind01.dmz1.zbw.eu/10013048576
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