Estimating nonlinear DSGE models with moments based methods
This article suggests the new approach to an approximation of nonlinear DSGE models moments. This approach is fast and accurate enough to use it for an estimation of nonlinear DSGE models. The small financial DSGE model is repeatedly estimated by several modifications of suggested approach. Approximations of moments are close to the results of large sample Monte Carlo estimation. Quality of parameters estimation with suggested approach is close to the Central Difference Kalman Filter (the CDKF) based. At the same time suggested approach is much faster.
|Date of creation:||Jan 2014|
|Date of revision:|
|Contact details of provider:|| Postal: 48 boulevard Jourdan - 75014 PARIS|
Phone: +33(0) 1 43 13 62 30
Fax: +33(0) 1 43 13 62 32
Web page: http://www.cepremap.fr/
More information through EDIRC
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Sungbae An & Frank Schorfheide, 2007.
"Bayesian Analysis of DSGE Models,"
Taylor & Francis Journals, vol. 26(2-4), pages 113-172.
- Collard, Fabrice & Juillard, Michel, 2001.
"Accuracy of stochastic perturbation methods: The case of asset pricing models,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 25(6-7), pages 979-999, June.
- Collard, Fabrice & Juillard, Michel, 1999. "Accuracy of stochastic perturbuation methods: the case of asset pricing models," CEPREMAP Working Papers (Couverture Orange) 9922, CEPREMAP.
- Martin Møller Andreasen, 2008. "Non-linear DSGE Models, The Central Difference Kalman Filter, and The Mean Shifted Particle Filter," CREATES Research Papers 2008-33, Department of Economics and Business Economics, Aarhus University.
When requesting a correction, please mention this item's handle: RePEc:cpm:dynare:032. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Stéphane Adjemian)
If references are entirely missing, you can add them using this form.