A note on identification patterns in DSGE models
AbstractThis paper comments on selected aspects of identification issues of DSGE models. It suggests the singular value decomposition (SVD) as a useful tool for detecting local weak and non-identification. This decomposition is useful for checking rank conditions of identification, identification strength, and it also offers parameter space ‘identification patterns’. With respect to other methods of identification the singular value decomposition is particularly easy to apply and offers an intuitive interpretation. We suggest a simple algorithm for analyzing identification and an algorithm for finding a set of the most identifiable set of parameters. We also demonstrate that the use of bivariate and multiple correlation coefficients of parameters provides only limited check of identification problems. JEL Classification: F31, F41
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Bibliographic InfoPaper provided by European Central Bank in its series Working Paper Series with number 1235.
Date of creation: Aug 2010
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Find related papers by JEL classification:
- F31 - International Economics - - International Finance - - - Foreign Exchange
- F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics
This paper has been announced in the following NEP Reports:
- NEP-ALL-2010-09-03 (All new papers)
- NEP-CBA-2010-09-03 (Central Banking)
- NEP-DGE-2010-09-03 (Dynamic General Equilibrium)
- NEP-ECM-2010-09-03 (Econometrics)
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.:
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- Evren Caglar & Jagjit S. Chadha & Katsuyuki Shibayama, 2012.
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KoÃ§ University-TUSIAD Economic Research Forum Working Papers
1205, Koc University-TUSIAD Economic Research Forum.
- Evren Caglar & Jagjit S. Chadha & Katsuyuki Shibayama, 2011. "Bayesian Estimation of DSGE models: Is the Workhorse Model Identified?," Studies in Economics 1125, Department of Economics, University of Kent.
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