Robustness of Inferences to Singularity Bifurcations

Yijun He and William Barnett
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Yijun He: Washington State University

Macroeconomics from University Library of Munich, Germany

Abstract: Euler equation models represent an important class of macroeconomic systems. Our research on the Leeper and Sims Euler equations macroeconomic model reveals the existence of singularity-induced bifurcations, when the model's parameters are within a confidence region about the parameter estimates. Although known to engineers, singularity bifurcation has not previously been seen in the economics literature. We earlier encountered more common forms of bifurcation within the parameter space of the Bergstrom and Wymer continuous time macroeconometric model of the UK economomy. We have found that in each of those models, the point estimates of the parameters are near a bifurcation boundary that intersects the confidence region. Because dynamics are different on each side of a bifurcation boundary, this problem creates a substantial loss in robustness of inferences regarding dynamics. Since singularity bifurcation is more troubling than the types more widely known to economists, we find that the transition in econometrics from earlier structural models to Euler equation models with 'deep' parameters may cause these robustness problems to become more difficult to analyze.

Keywords: bifurcation; macroeconometrics; dynamics; nonlinearity; singularity (search for similar items in EconPapers)
JEL-codes: C14 C22 E32 E37 (search for similar items in EconPapers)
Pages: 12 pages
Date: 2005-10-20, Revised 2005-10-24
New Economics Papers: this item is included in nep-mac
Note: Type of Document - pdf; pages: 12. This paper is forthcoming in the Proceedings of the Joint Statistical Meetings of the American Statistical Association, 2005.
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Working Paper: Robustness of Inferences to Singularity Bifurcations (2005)
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Persistent link: https://EconPapers.repec.org/RePEc:wpa:wuwpma:0510019

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