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Oxford Bulletin of Economics and Statistics
Article . 2025 . Peer-reviewed
License: CC BY
Data sources: Crossref
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Validating DSGE Models Through SVARs Under Imperfect Information

Authors: Levine, P.; Pearlman, J.; Volpicella, A.; Yang, B.;

Validating DSGE Models Through SVARs Under Imperfect Information

Abstract

ABSTRACT We study the ability of SVARs to match impulse responses of a well‐established DSGE model where the information of agents can be imperfect. We derive conditions for the solution of a linearized NK‐DSGE model to be invertible given this information set. In the absence of invertibility, an approximate measure is constructed. An SVAR is estimated using artificial data generated from the model and three forms of identification restrictions: zero, sign and bounds on the forecast error variance. We demonstrate that a VAR may not recover a subset of structural shocks when imperfect information causes the underlying model to be non‐invertible.

Country
United Kingdom
Keywords

validation of DSGE models, impulse responses, SVAR-DSGE comparisons, invertibility-fundamentalness, imperfect information

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green
hybrid