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We construct an empirical heterogeneous agent model which optimally combines forecasts from fundamentalist and chartists agents and evaluate its out-of-sample forecast performance using daily date covering the period from January 1999 to June 2014 for six of the most widely traded currencies. We...
Persistent link: https://www.econbiz.de/10011093337
partial least squares (PLS) regression to extract dynamic factors from the data set. Our forecasting analysis considers ten …
Persistent link: https://www.econbiz.de/10010287027
statistical benchmarks, and revisit the forecasting performance of changes in commodity currencies as efficient predictors of … least squares (PLS) regression to extract dynamic factors from the data set. Our forecasting analysis considers ten …
Persistent link: https://www.econbiz.de/10008530384
We run a real exchange rate forecasting "horse race", which highlights that two principles hold. First, forecasts … real exchange rate forecasting. However, it fails to forecast nominal exchange rates better than the random walk. We find …
Persistent link: https://www.econbiz.de/10011605950
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/10011916855
Betting quotes provide valuable information on market-implied probabilities for outcomes of events like elections or referendums, which may have an impact on exchange rates. We generate exchange rate forecasts around such events based on a model that combines risk-neutral event probabilities...
Persistent link: https://www.econbiz.de/10012854895
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
We examine out of sample predictive power of real time monetary models with nonlinear adjustment in forecast errors for the Pound Sterling/US Dollar exchange rates. Real time revisions of U.K. and U.S. monetary aggregates and output are significant. By studying recursive out of sample forecast...
Persistent link: https://www.econbiz.de/10005537456