Empirical exchange rate models of the seventies: Do they fit out of sample?

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Abstract

This study compares the out-of-sample forecasting accuracy of various structural and time series exchange rate models. We find that a random walk model performs as well as any estimated model at one to twelve month horizons for the dollar/pound, dollar/mark, dollar/yen and trade-weighted dollar exchange rates. The candidate structural models include the flexible-price (Frenkel-Bilson) and sticky-price (Dornbusch-Frankel) monetary models, and a sticky-price model which incorporates the current account (Hooper-Morton). The structural models perform poorly despite the fact that we base their forecasts on actual realized values of future explanatory variables.

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    Both authors were at the Federal Reserve Board when this paper was written. This paper is a revised version of a paper presented at the International Monetary Fund and at the December 1981 Meetings of the Econometric Society. Robert Flood, Jeffrey Frankel, Robert Hodrick, Peter Hooper, and Julio Rotemberg gave us helpful comments on an earlier draft. We are indebted to Julie Withers and Catherine Crosby for research assistance. This paper represents the views of the authors and should not be interpreted as reflecting the views of the Board of Governors of the Federal Reserve System.

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