2002RePEc: Research Papers in EconomicsOpen access

Heterogeneous Expectations, Exchange Rate Dynamics and Predictability

Sebastiano Manzan, Frank Westerhoff

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Abstract

This paper proposes a simple chartist-fundamentalist model in which we allow for nonlinear time variation in chartists ’ extrapolation rate. Estimation of the model using monthly data for the major currencies vis-á-vis the US dollar shows that the model is significant in-sample and that it has out-of-sample predictive power for some of the currencies. We investigate the power of tests of the random walk model of exchange rates used in the literature to detect predictability against the alternative of the proposed model. We find that the short-term unpredictability and the long-term predictability are consistent with the model. The short-term unpredictability might be caused by the presence of weak nonlinearities that are difficult to detect at available sample sizes.

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What this paper is about

This paper proposes a simple chartist-fundamentalist model in which we allow for nonlinear time variation in chartists ’ extrapolation rate. Estimation of the model using monthly data for the major currencies vis-á-vis the US dollar shows that the model is significant in-sample and that it has out-of-sample predictive power for some of the currencies. We investigate the power of tests of the random walk model of exchange rates used in the literature to detect predictability against the alternative of the proposed model. We find that the short-term unpredictability and the long-term predictability are consistent with the model. The short-term unpredictability might be caused by the presence of weak nonlinearities that are difficult to detect at available sample sizes.

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Available abstract

This paper proposes a simple chartist-fundamentalist model in which we allow for nonlinear time variation in chartists ’ extrapolation rate. Estimation of the model using monthly data for the major currencies vis-á-vis the US dollar shows that the model is significant in-sample and that it has out-of-sample predictive power for some of the currencies. We investigate the power of tests of the random walk model of exchange rates used in the literature to detect predictability against the alternative of the proposed model. We find that the short-term unpredictability and the long-term predictability are consistent with the model. The short-term unpredictability might be caused by the presence of weak nonlinearities that are difficult to detect at available sample sizes.

Key concepts: Predictability, Predictive power, Econometrics, Us dollar, Extrapolation, Liberian dollar, Random walk, Term (time)

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