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In this paper we evaluate the out of sample forecasting performance of a large number of models belonging to a popular …
Persistent link: https://www.econbiz.de/10011585089
reversion and assume that relative prices are unchanged. Direct forecasting or panel data techniques are better than the random …
Persistent link: https://www.econbiz.de/10011856403
We construct factors from a cross section of exchange rates and use the idiosyncratic deviations from the factors to forecast. In a stylized data generating process, we show that such forecasts can be effective even if there is essentially no serial correlation in the univariate exchange rate...
Persistent link: https://www.econbiz.de/10010902106
Factor analysis performed on a panel of 23 nominal exchange rates from January 1999 to December 2010 yields three common factors. This paper identifies the euro/dollar, Swiss- franc/dollar and yen/dollar exchange rates as empirical counterparts to these common factors. These empirical factors...
Persistent link: https://www.econbiz.de/10010902109
forecasting ability for time horizons from 3 to 9 months, although only for the 3-month ahead expectations we obtain marginal …
Persistent link: https://www.econbiz.de/10009650316
In this paper, we present a novel machine learning based forecasting system of the EU/USD exchange rate directional …
Persistent link: https://www.econbiz.de/10010840491
determination of the optimal decomposition level and a wavelet-based forecasting approach. Overall, there is no indication of a …
Persistent link: https://www.econbiz.de/10010636239
forecasting power for exchange rates. Using one year of high frequency data collected via a live feed from Reuters for three major …
Persistent link: https://www.econbiz.de/10004972168
Using novel real-time data on a broad set of economic fundamentals for five major US dollar exchange rates over the recent float, we employ a predictive procedure that allows the relationship between exchange rates and fundamentals to evolve over time in a very general fashion. Our key findings...
Persistent link: https://www.econbiz.de/10005123971
and above the influence of macroeconomic variables. Second, we look at the usefulness of order flow in forecasting …
Persistent link: https://www.econbiz.de/10005061493