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Non-linear exchange rate relationships: An automated model selection approach with indicator saturation

Josh Stillwagon ()

The North American Journal of Economics and Finance, 2016, vol. 37, issue C, 84-109

Abstract: This paper examines whether the explanatory power of exchange rate models can be improved by allowing for cross-country asymmetries and non-linear effects of fundamentals. Both appear to be crucial. The samples include the USD versus pound and yen from 1982:10 to 2013:10, and automated model selection is conducted with indicator saturation. Several non-linear effects are significant at 1%. Further, many of the indicators present in the linear models are eliminated once allowing for non-linearities; suggesting some of the structural breaks found in previous work were an artifact of the misspecified linear functional form. These conclusions are robust to estimation using principal components.

Keywords: Exchange rate determination puzzle; Non-linearities; Cross-country asymmetries; Automated model selection; Structural breaks; Principal components (search for similar items in EconPapers)
Date: 2016
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Citations: View citations in EconPapers (9)

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Working Paper: Non-Linear Exchange Rate Relationships: An Automated Model Selection Approach with Indicator Saturation (2014) Downloads
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Persistent link: https://EconPapers.repec.org/RePEc:eee:ecofin:v:37:y:2016:i:c:p:84-109

DOI: 10.1016/j.najef.2016.03.009

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