Structural Vector Autoregressions with Nonnormal Residuals

Markku Lanne and Helmut Luetkepohl
Authors registered in the RePEc Author Service: Helmut Lütkepohl

No ECO2005/25, Economics Working Papers from European University Institute

Abstract: In structural vector autoregressive (SVAR) models identifying restrictions for shocks and impulse responses are usually derived from economic theory or institutional constraints. Sometimes the restrictions are insufficient for identifying all shocks and impulse responses. In this paper it is pointed out that specific distributional assumptions can also help in identifying the structural shocks. In particular, a mixture of normal distributions is considered as a plausible model that can be used in this context. Our model setup makes it possible to test restrictions which are just-identifying in a standard SVAR framework. In particular, we can test for the number of transitory and permanent shocks in a cointegrated SVAR model. The results are illustrated using a data set from King, Plosser, Stock and Watson (1991) and a system of US and European interest rates.Classification-JEL: C32

Keywords: Mixture normal distribution; cointegration; vector autoregressive process; vector error correction model; impulse responses (search for similar items in EconPapers)
Date: 2005
New Economics Papers: this item is included in nep-ecm, nep-ets and nep-mac
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Citations: View citations in EconPapers (11)

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Journal Article: Structural Vector Autoregressions With Nonnormal Residuals (2010)
Working Paper: Structural Vector Autoregressions with Nonnormal Residuals (2006)
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Persistent link: https://EconPapers.repec.org/RePEc:eui:euiwps:eco2005/25

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