RePEc: Research Papers in Economics · 2016 · 16 citations · 18 references
Open access
Social SciencesEconomicsCommodity MarketsEconometricsTime Series AnalysisCommodity Price DynamicsCommodity Price ForecastingExchange Rate DeterminationExchange RatesForeign Exchange MarketsForeign Exchange RiskCommodity Price Forecast EvaluationCommodity Price Time Series AnalysisCurrency ForecastingHigh-frequency Commodity Price ForecastingOut-of-sample Forecast EvaluationPredictive PerformancePseudo Out-of-sample ForecastingRandom Walk Hypothesis
We show that there is a distinct commodity-related driver of exchange rate movements, even at fairly high frequencies. Commodity prices predict exchange rate movements of 11 commodity-exporting countries in an in-sample panel setting for horizons up to two months. We also find evidence of systematic (pseudo) out-of-sample predictability, overturning the results of Meese and Rogoff (1983): information embedded in our country-specific commodity price indices clearly helps improving upon the predictive accuracy of the random walk in the majority of countries. We further show that the link between commodity prices and exchange rates is not driven by changes in global risk appetite or carry.
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